[
  {
    "id": "curated:doublea",
    "name": "Double A",
    "aliases": [],
    "entityType": "group",
    "image": {
      "url": "/images/curated/double-a.png",
      "source": "Image supplied by curator",
      "originalUrl": "/images/curated/double-a.png",
      "sourceUrl": "/images/curated/double-a.png"
    },
    "city": "Sale",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 96,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "strong",
        "description": "SNRTnews documents Double A within Morocco's rap ecosystem, connected to Sale.",
        "url": "https://snrtnews.com/fr/article/cinquante-ans-de-hip-hop-une-evolution-triomphale-du-rap-marocain-81368",
        "sourceTitle": "Fifty years of hip-hop: the rise of Moroccan rap"
      }
    ],
    "discography": [
      {
        "title": "Double A",
        "type": "album",
        "year": 1996,
        "source": "https://snrtnews.com/fr/article/cinquante-ans-de-hip-hop-une-evolution-triomphale-du-rap-marocain-81368"
      }
    ],
    "links": {
      "officialWebsite": "https://snrtnews.com/fr/article/cinquante-ans-de-hip-hop-une-evolution-triomphale-du-rap-marocain-81368"
    },
    "researchSources": [
      {
        "title": "Fifty years of hip-hop: the rise of Moroccan rap",
        "url": "https://snrtnews.com/fr/article/cinquante-ans-de-hip-hop-une-evolution-triomphale-du-rap-marocain-81368",
        "type": "moroccan_media",
        "publisher": "SNRTnews"
      },
      {
        "title": "Double A image supplied by curator",
        "url": "/images/curated/double-a.png",
        "type": "official",
        "publisher": "Curator-supplied local asset"
      }
    ],
    "researchNotes": "Included through direct scene research; nationality alone was not used as the decision rule.",
    "discoveryPass": "established",
    "discoveryReason": "Found in the established research pass through SNRTnews.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:hkayne",
    "name": "H-Kayne",
    "aliases": [],
    "entityType": "group",
    "image": {
      "url": "https://i.scdn.co/image/ab67616d0000b2735c80f473438e3094878be4ee",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/42hh59CvORzrpveSnW4SMp",
      "sourceUrl": "https://open.spotify.com/artist/42hh59CvORzrpveSnW4SMp",
      "needsReview": false
    },
    "city": "Meknes",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "major",
    "moroccanSceneScore": 99,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "strong",
        "description": "Le360 documents H-Kayne within Morocco's rap ecosystem, connected to Meknes.",
        "url": "https://fr.le360.ma/culture/h-kayne-signe-son-grand-retour-sur-scene-avec-deux-concerts-en-juillet_AKAK6BPSVNAWPKYUKP3R767SXI/",
        "sourceTitle": "H-Kayne returns to the Moroccan stage"
      }
    ],
    "discography": [
      {
        "title": "HK-1426",
        "type": "album",
        "year": 2005,
        "source": "https://fr.le360.ma/culture/h-kayne-signe-son-grand-retour-sur-scene-avec-deux-concerts-en-juillet_AKAK6BPSVNAWPKYUKP3R767SXI/"
      },
      {
        "title": "H-Kaynology",
        "type": "album",
        "year": 2009,
        "source": "https://fr.le360.ma/culture/h-kayne-signe-son-grand-retour-sur-scene-avec-deux-concerts-en-juillet_AKAK6BPSVNAWPKYUKP3R767SXI/"
      }
    ],
    "links": {
      "officialWebsite": "https://fr.le360.ma/culture/h-kayne-signe-son-grand-retour-sur-scene-avec-deux-concerts-en-juillet_AKAK6BPSVNAWPKYUKP3R767SXI/",
      "spotify": "https://open.spotify.com/artist/42hh59CvORzrpveSnW4SMp"
    },
    "researchSources": [
      {
        "title": "H-Kayne returns to the Moroccan stage",
        "url": "https://fr.le360.ma/culture/h-kayne-signe-son-grand-retour-sur-scene-avec-deux-concerts-en-juillet_AKAK6BPSVNAWPKYUKP3R767SXI/",
        "type": "moroccan_media",
        "publisher": "Le360"
      },
      {
        "title": "H-Kayne public artist profile",
        "url": "https://open.spotify.com/artist/42hh59CvORzrpveSnW4SMp",
        "type": "music_database",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Included through direct scene research; nationality alone was not used as the decision rule.",
    "discoveryPass": "established",
    "discoveryReason": "Found in the established research pass through Le360.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z",
    "externalIds": {
      "spotify": "42hh59CvORzrpveSnW4SMp"
    }
  },
  {
    "id": "curated:fnaire",
    "name": "Fnaire",
    "aliases": [
      "Fnaïre"
    ],
    "entityType": "group",
    "image": {
      "url": "https://i.scdn.co/image/ab67616d0000b273cf9a4689525c0c3adc68aeb5",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/1g8q1m1XjmUW8zOO3vCqcW",
      "sourceUrl": "https://open.spotify.com/artist/1g8q1m1XjmUW8zOO3vCqcW",
      "needsReview": false
    },
    "city": "Marrakech",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "major",
    "moroccanSceneScore": 98,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "strong",
        "description": "Bladi.net documents Fnaire within Morocco's rap ecosystem, connected to Marrakech.",
        "url": "https://www.bladi.net/fnaire-rap-maroc.html",
        "sourceTitle": "Fnaire interview on Moroccan rap"
      }
    ],
    "discography": [],
    "links": {
      "officialWebsite": "https://www.bladi.net/fnaire-rap-maroc.html",
      "spotify": "https://open.spotify.com/artist/1g8q1m1XjmUW8zOO3vCqcW"
    },
    "researchSources": [
      {
        "title": "Fnaire interview on Moroccan rap",
        "url": "https://www.bladi.net/fnaire-rap-maroc.html",
        "type": "interview",
        "publisher": "Bladi.net"
      },
      {
        "title": "Fnaire public artist profile",
        "url": "https://open.spotify.com/artist/1g8q1m1XjmUW8zOO3vCqcW",
        "type": "music_database",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Included through direct scene research; nationality alone was not used as the decision rule.",
    "discoveryPass": "established",
    "discoveryReason": "Found in the established research pass through Bladi.net.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z",
    "externalIds": {
      "spotify": "1g8q1m1XjmUW8zOO3vCqcW"
    }
  },
  {
    "id": "curated:casacrew",
    "name": "Casa Crew",
    "aliases": [],
    "entityType": "group",
    "image": {
      "url": "https://static.lematin.ma/files/lematin/images/articles/2009/01/130109_p_arts.jpg",
      "source": "Named artist article/profile",
      "originalUrl": "https://lematin.ma/journal/2009/Musique_Casa-Crew-revele-Kayna-Fawda/105528/amp",
      "sourceUrl": "https://lematin.ma/journal/2009/Musique_Casa-Crew-revele-Kayna-Fawda/105528/amp",
      "needsReview": true
    },
    "city": "Casablanca",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 97,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "strong",
        "description": "Le Matin documents Casa Crew within Morocco's rap ecosystem, connected to Casablanca.",
        "url": "https://lematin.ma/journal/2009/Musique_Casa-Crew-revele-Kayna-Fawda/105528/amp",
        "sourceTitle": "Casa Crew reveals Kayna Fawda"
      }
    ],
    "discography": [
      {
        "title": "Kayna Fawda",
        "type": "album",
        "year": 2009,
        "source": "https://lematin.ma/journal/2009/Musique_Casa-Crew-revele-Kayna-Fawda/105528/amp"
      }
    ],
    "links": {
      "officialWebsite": "https://lematin.ma/journal/2009/Musique_Casa-Crew-revele-Kayna-Fawda/105528/amp"
    },
    "researchSources": [
      {
        "title": "Casa Crew public artist profile",
        "url": "https://lematin.ma/journal/2009/Musique_Casa-Crew-revele-Kayna-Fawda/105528/amp",
        "type": "official",
        "publisher": "Apple Music"
      }
    ],
    "researchNotes": "Included through direct scene research; nationality alone was not used as the decision rule.",
    "discoveryPass": "collective",
    "discoveryReason": "Found in the collective research pass through Le Matin.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:zankaflow",
    "name": "Zanka Flow",
    "aliases": [],
    "entityType": "group",
    "image": {
      "url": "/images/curated/zanka-flow.jfif",
      "source": "Image supplied by curator",
      "originalUrl": "/images/curated/zanka-flow.jfif",
      "sourceUrl": "/images/curated/zanka-flow.jfif"
    },
    "city": "Tangier",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 95,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "strong",
        "description": "Metason documents Zanka Flow within Morocco's rap ecosystem, connected to Tangier.",
        "url": "https://music.metason.net/artistinfo?name=Zanka+Flow",
        "sourceTitle": "Zanka Flow artist profile"
      }
    ],
    "discography": [],
    "links": {
      "officialWebsite": "https://music.metason.net/artistinfo?name=Zanka+Flow"
    },
    "researchSources": [
      {
        "title": "Zanka Flow artist profile",
        "url": "https://music.metason.net/artistinfo?name=Zanka+Flow",
        "type": "music_database",
        "publisher": "Metason"
      },
      {
        "title": "Zanka Flow image supplied by curator",
        "url": "/images/curated/zanka-flow.jfif",
        "type": "official",
        "publisher": "Curator-supplied local asset"
      }
    ],
    "researchNotes": "Included through direct scene research; nationality alone was not used as the decision rule.",
    "discoveryPass": "collective",
    "discoveryReason": "Found in the collective research pass through Metason.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:donbigg",
    "name": "Don Bigg",
    "aliases": [
      "Bigg"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5ebe3f9e05448c4272845df78f9",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/6OLbDn9HEpQHCDuTIJyqDl",
      "sourceUrl": "https://open.spotify.com/artist/6OLbDn9HEpQHCDuTIJyqDl",
      "needsReview": false
    },
    "city": "Casablanca",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "major",
    "moroccanSceneScore": 100,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "strong",
        "description": "SNRTnews documents Don Bigg within Morocco's rap ecosystem, connected to Casablanca.",
        "url": "https://snrtnews.com/fr/article/cinquante-ans-de-hip-hop-une-evolution-triomphale-du-rap-marocain-81368",
        "sourceTitle": "Fifty years of hip-hop: the rise of Moroccan rap"
      }
    ],
    "discography": [
      {
        "title": "Mgharba Tal Mout",
        "type": "album",
        "year": 2006,
        "source": "https://snrtnews.com/fr/article/cinquante-ans-de-hip-hop-une-evolution-triomphale-du-rap-marocain-81368"
      },
      {
        "title": "Byad Ou K7al",
        "type": "album",
        "year": 2009,
        "source": "https://open.spotify.com/artist/6OLbDn9HEpQHCDuTIJyqDl",
        "sources": [
          "https://open.spotify.com/artist/6OLbDn9HEpQHCDuTIJyqDl"
        ],
        "creditType": "primary"
      },
      {
        "title": "Mgharba Tal Moute",
        "type": "album",
        "year": 2006,
        "source": "https://open.spotify.com/artist/6OLbDn9HEpQHCDuTIJyqDl",
        "sources": [
          "https://open.spotify.com/artist/6OLbDn9HEpQHCDuTIJyqDl"
        ],
        "creditType": "primary"
      },
      {
        "title": "Talet",
        "type": "album",
        "year": 2015,
        "source": "https://open.spotify.com/artist/6OLbDn9HEpQHCDuTIJyqDl",
        "sources": [
          "https://open.spotify.com/artist/6OLbDn9HEpQHCDuTIJyqDl"
        ],
        "creditType": "primary"
      },
      {
        "title": "4in",
        "type": "album",
        "year": 2023,
        "source": "https://open.spotify.com/artist/6OLbDn9HEpQHCDuTIJyqDl",
        "sources": [
          "https://open.spotify.com/artist/6OLbDn9HEpQHCDuTIJyqDl"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "officialWebsite": "https://snrtnews.com/fr/article/cinquante-ans-de-hip-hop-une-evolution-triomphale-du-rap-marocain-81368",
      "spotify": "https://open.spotify.com/artist/6OLbDn9HEpQHCDuTIJyqDl",
      "instagram": "https://instagram.com/donbiggofficial"
    },
    "researchSources": [
      {
        "title": "Fifty years of hip-hop: the rise of Moroccan rap",
        "url": "https://snrtnews.com/fr/article/cinquante-ans-de-hip-hop-une-evolution-triomphale-du-rap-marocain-81368",
        "type": "moroccan_media",
        "publisher": "SNRTnews"
      },
      {
        "title": "Don Bigg public artist profile",
        "url": "https://open.spotify.com/artist/6OLbDn9HEpQHCDuTIJyqDl",
        "type": "music_database",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Included through direct scene research; nationality alone was not used as the decision rule.",
    "discoveryPass": "established",
    "discoveryReason": "Found in the established research pass through SNRTnews.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z",
    "externalIds": {
      "spotify": "6OLbDn9HEpQHCDuTIJyqDl",
      "instagram": "donbiggofficial"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Don Bigg"
      ],
      "disposition": "existing",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    }
  },
  {
    "id": "curated:muslim",
    "name": "Muslim",
    "aliases": [],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eba9ce8307782cbc77b67af4a8",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/6eQdvOOIyiwu6kfzdbUnxU",
      "sourceUrl": "https://open.spotify.com/artist/6eQdvOOIyiwu6kfzdbUnxU",
      "needsReview": false
    },
    "city": "Tangier",
    "country": "Morocco",
    "collectives": [
      "Zanka Flow"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "major",
    "moroccanSceneScore": 100,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "strong",
        "description": "Le Matin documents Muslim within Morocco's rap ecosystem, connected to Tangier.",
        "url": "https://lematin.ma/journal/2012/Portrait-de-Muslim-rappeur-marocain_Muslim-le-rap-dans-le-sang/166035.html",
        "sourceTitle": "Portrait of Muslim: rap in the blood"
      }
    ],
    "discography": [
      {
        "title": "Jib L3ez Wla K7ez",
        "type": "album",
        "year": 2014,
        "source": "https://lematin.ma/journal/2012/Portrait-de-Muslim-rappeur-marocain_Muslim-le-rap-dans-le-sang/166035.html"
      }
    ],
    "links": {
      "officialWebsite": "https://lematin.ma/journal/2012/Portrait-de-Muslim-rappeur-marocain_Muslim-le-rap-dans-le-sang/166035.html",
      "spotify": "https://open.spotify.com/artist/6eQdvOOIyiwu6kfzdbUnxU"
    },
    "researchSources": [
      {
        "title": "Portrait of Muslim: rap in the blood",
        "url": "https://lematin.ma/journal/2012/Portrait-de-Muslim-rappeur-marocain_Muslim-le-rap-dans-le-sang/166035.html",
        "type": "moroccan_media",
        "publisher": "Le Matin"
      },
      {
        "title": "Muslim public artist profile",
        "url": "https://open.spotify.com/artist/6eQdvOOIyiwu6kfzdbUnxU",
        "type": "music_database",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Included through direct scene research; nationality alone was not used as the decision rule.",
    "discoveryPass": "established",
    "discoveryReason": "Found in the established research pass through Le Matin.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z",
    "externalIds": {
      "spotify": "6eQdvOOIyiwu6kfzdbUnxU"
    }
  },
  {
    "id": "curated:mastaflow",
    "name": "Masta Flow",
    "aliases": [],
    "entityType": "rapper",
    "image": {
      "url": "/images/curated/masta-flow.jfif",
      "source": "Image supplied by curator",
      "originalUrl": "/images/curated/masta-flow.jfif",
      "sourceUrl": "/images/curated/masta-flow.jfif"
    },
    "city": "Casablanca",
    "country": "Morocco",
    "collectives": [
      "Casa Crew"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 94,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "strong",
        "description": "Le Matin documents Masta Flow within Morocco's rap ecosystem, connected to Casablanca.",
        "url": "https://lematin.ma/journal/2009/Musique_Casa-Crew-revele-Kayna-Fawda/105528/amp",
        "sourceTitle": "Casa Crew reveals Kayna Fawda"
      }
    ],
    "discography": [],
    "links": {
      "officialWebsite": "https://lematin.ma/journal/2009/Musique_Casa-Crew-revele-Kayna-Fawda/105528/amp",
      "spotify": "https://open.spotify.com/intl-fr/artist/3hW42I1iHrePiw9IkhldGO"
    },
    "researchSources": [
      {
        "title": "Casa Crew reveals Kayna Fawda",
        "url": "https://lematin.ma/journal/2009/Musique_Casa-Crew-revele-Kayna-Fawda/105528/amp",
        "type": "moroccan_media",
        "publisher": "Le Matin"
      },
      {
        "title": "Masta Flow public artist profile",
        "url": "https://open.spotify.com/intl-fr/artist/3hW42I1iHrePiw9IkhldGO",
        "type": "music_database",
        "publisher": "Spotify"
      },
      {
        "title": "Masta Flow image supplied by curator",
        "url": "/images/curated/masta-flow.jfif",
        "type": "official",
        "publisher": "Curator-supplied local asset"
      }
    ],
    "researchNotes": "Included through direct scene research; nationality alone was not used as the decision rule.",
    "discoveryPass": "collective",
    "discoveryReason": "Found in the collective research pass through Le Matin.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z",
    "externalIds": {
      "spotify": "3hW42I1iHrePiw9IkhldGO"
    }
  },
  {
    "id": "curated:l3arbe",
    "name": "L3arbe",
    "aliases": [
      "L3arbé"
    ],
    "entityType": "rapper",
    "image": {
      "url": "/images/curated/l3arbe.jfif",
      "source": "Image supplied by curator",
      "originalUrl": "/images/curated/l3arbe.jfif",
      "sourceUrl": "/images/curated/l3arbe.jfif"
    },
    "city": "Tangier",
    "country": "Morocco",
    "collectives": [
      "Zanka Flow"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 93,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "strong",
        "description": "Metason documents L3arbe within Morocco's rap ecosystem, connected to Tangier.",
        "url": "https://music.metason.net/artistinfo?name=Zanka+Flow",
        "sourceTitle": "Zanka Flow artist profile"
      }
    ],
    "discography": [],
    "links": {
      "officialWebsite": "https://music.metason.net/artistinfo?name=Zanka+Flow"
    },
    "researchSources": [
      {
        "title": "Zanka Flow artist profile",
        "url": "https://music.metason.net/artistinfo?name=Zanka+Flow",
        "type": "music_database",
        "publisher": "Metason"
      },
      {
        "title": "L3arbe image supplied by curator",
        "url": "/images/curated/l3arbe.jfif",
        "type": "official",
        "publisher": "Curator-supplied local asset"
      }
    ],
    "researchNotes": "Included through direct scene research; nationality alone was not used as the decision rule.",
    "discoveryPass": "collective",
    "discoveryReason": "Found in the collective research pass through Metason.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:lmorphine",
    "name": "L'Morphine",
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      "Lmorphine"
    ],
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      "url": "https://i.scdn.co/image/ab6761610000e5eb0ac32bfb53f974b8712b14fe",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/4vyibjuGePnrB7BzbHkA6u",
      "sourceUrl": "https://open.spotify.com/artist/4vyibjuGePnrB7BzbHkA6u",
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    },
    "city": "Sale",
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      "Piranha Labo"
    ],
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      "Moroccan rap",
      "Hip-hop"
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      {
        "type": "festival",
        "strength": "strong",
        "description": "L'Boulevard documents L'Morphine within Morocco's rap ecosystem, connected to Sale.",
        "url": "https://2022.boulevard.ma/artistes/lmorphine/",
        "sourceTitle": "L'Morphine: L'Boulevard artist profile"
      }
    ],
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      {
        "title": "Lmorphiniya",
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        "source": "https://open.spotify.com/artist/4vyibjuGePnrB7BzbHkA6u",
        "sources": [
          "https://open.spotify.com/artist/4vyibjuGePnrB7BzbHkA6u"
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        "creditType": "primary"
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      {
        "title": "TRACKS",
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        "source": "https://open.spotify.com/artist/4vyibjuGePnrB7BzbHkA6u",
        "sources": [
          "https://open.spotify.com/artist/4vyibjuGePnrB7BzbHkA6u"
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        "creditType": "primary"
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      {
        "title": "INK",
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        "source": "https://open.spotify.com/artist/4vyibjuGePnrB7BzbHkA6u",
        "sources": [
          "https://open.spotify.com/artist/4vyibjuGePnrB7BzbHkA6u"
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      {
        "title": "Gala",
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        "source": "https://open.spotify.com/artist/4vyibjuGePnrB7BzbHkA6u",
        "sources": [
          "https://open.spotify.com/artist/4vyibjuGePnrB7BzbHkA6u"
        ],
        "creditType": "primary"
      },
      {
        "title": "YAKINE",
        "type": "album",
        "year": 2024,
        "source": "https://open.spotify.com/artist/4vyibjuGePnrB7BzbHkA6u",
        "sources": [
          "https://open.spotify.com/artist/4vyibjuGePnrB7BzbHkA6u"
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        "creditType": "primary"
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      {
        "title": "MC3",
        "type": "album",
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        "source": "https://open.spotify.com/artist/4vyibjuGePnrB7BzbHkA6u",
        "sources": [
          "https://open.spotify.com/artist/4vyibjuGePnrB7BzbHkA6u"
        ],
        "creditType": "primary"
      }
    ],
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      "spotify": "https://open.spotify.com/artist/4vyibjuGePnrB7BzbHkA6u"
    },
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      {
        "title": "L'Morphine: L'Boulevard artist profile",
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      {
        "title": "L'Morphine public artist profile",
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    "id": "curated:lmoutchou",
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    },
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    ],
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      {
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      },
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        "title": "Lmoutchou public artist profile",
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        "publisher": "Spotify"
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    ],
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    "externalIds": {
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    "id": "curated:dizzydros",
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      "Dizzy Dros"
    ],
    "entityType": "rapper",
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      "sourceUrl": "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcR1zWKcCQuOALTwb92IXd3GuKMKkplxPLiS9_IPlKQ3Eg&s=10"
    },
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      "Moroccan rap",
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        "type": "city",
        "strength": "strong",
        "description": "Hit Radio documents Dizzy DROS within Morocco's rap ecosystem, connected to Casablanca.",
        "url": "https://hitradio.ma/artiste/dizzy-dros",
        "sourceTitle": "Dizzy DROS artist profile"
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    ],
    "discography": [
      {
        "title": "3azzy 3ando Stylo",
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        "year": 2013,
        "source": "https://hitradio.ma/artiste/dizzy-dros"
      },
      {
        "title": "M3a L3echrane",
        "type": "album",
        "year": 2023,
        "source": "https://hitradio.ma/artiste/dizzy-dros"
      },
      {
        "title": "Aflam",
        "type": "album",
        "year": 2026,
        "source": "https://hitradio.ma/artiste/dizzy-dros"
      }
    ],
    "links": {
      "officialWebsite": "https://hitradio.ma/artiste/dizzy-dros",
      "youtube": "https://www.youtube.com/channel/UCy3aXKl3MmWXGj2mmxT9AsA",
      "spotify": "https://open.spotify.com/artist/5RulloisB9pNf7BwOKE0T3"
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    "researchSources": [
      {
        "title": "Dizzy DROS artist profile",
        "url": "https://hitradio.ma/artiste/dizzy-dros",
        "type": "official",
        "publisher": "Hit Radio"
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      {
        "title": "Dizzy DROS public artist profile",
        "url": "https://open.spotify.com/artist/5RulloisB9pNf7BwOKE0T3",
        "type": "music_database",
        "publisher": "Spotify"
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      {
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        "url": "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcR1zWKcCQuOALTwb92IXd3GuKMKkplxPLiS9_IPlKQ3Eg&s=10",
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    "discoveryPass": "established",
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    "lastChecked": "2026-08-25T18:45:20.961Z",
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    },
    "externalIds": {
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  },
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    "id": "curated:elgrandetoto",
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      "Toto"
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      "source": "Spotify artist profile",
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    },
    "city": "Casablanca",
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    "sceneTier": "major",
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        "strength": "strong",
        "description": "L'Boulevard documents ElGrandeToto within Morocco's rap ecosystem, connected to Casablanca.",
        "url": "https://2022.boulevard.ma/artistes/elgrande-toto/",
        "sourceTitle": "ElGrandeToto: L'Boulevard artist profile"
      }
    ],
    "discography": [
      {
        "title": "Caméléon",
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        "year": 2021,
        "source": "https://2022.boulevard.ma/artistes/elgrande-toto/"
      },
      {
        "title": "27",
        "type": "album",
        "year": 2023,
        "source": "https://2022.boulevard.ma/artistes/elgrande-toto/"
      }
    ],
    "links": {
      "officialWebsite": "https://2022.boulevard.ma/artistes/elgrande-toto/",
      "youtube": "https://www.youtube.com/channel/UCVG705xosVltZb52R0hHr_g",
      "spotify": "https://open.spotify.com/artist/4BFLElxtBEdsdwGA1kHTsx"
    },
    "researchSources": [
      {
        "title": "ElGrandeToto: L'Boulevard artist profile",
        "url": "https://2022.boulevard.ma/artistes/elgrande-toto/",
        "type": "festival",
        "publisher": "L'Boulevard"
      },
      {
        "title": "ElGrandeToto public artist profile",
        "url": "https://open.spotify.com/artist/4BFLElxtBEdsdwGA1kHTsx",
        "type": "music_database",
        "publisher": "Spotify"
      }
    ],
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    "discoveryPass": "established",
    "discoveryReason": "Found in the established research pass through L'Boulevard.",
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    "manualResearch": {
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    }
  },
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    "id": "curated:7liwa",
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      "originalUrl": "https://open.spotify.com/artist/7fmcLXdUj5tVr806b7Uzt3",
      "sourceUrl": "https://open.spotify.com/artist/7fmcLXdUj5tVr806b7Uzt3",
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    },
    "city": "Casablanca",
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      "Hip-hop"
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        "strength": "strong",
        "description": "SNRTnews documents 7liwa within Morocco's rap ecosystem, connected to Casablanca.",
        "url": "https://snrtnews.com/fr/article/cinquante-ans-de-hip-hop-une-evolution-triomphale-du-rap-marocain-81368",
        "sourceTitle": "Fifty years of hip-hop: the rise of Moroccan rap"
      }
    ],
    "discography": [
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        "title": "La Street",
        "type": "album",
        "year": 2019,
        "source": "https://open.spotify.com/artist/7fmcLXdUj5tVr806b7Uzt3",
        "sources": [
          "https://open.spotify.com/artist/7fmcLXdUj5tVr806b7Uzt3"
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        "creditType": "primary"
      },
      {
        "title": "Champion",
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        "source": "https://open.spotify.com/artist/7fmcLXdUj5tVr806b7Uzt3",
        "sources": [
          "https://open.spotify.com/artist/7fmcLXdUj5tVr806b7Uzt3"
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        "creditType": "primary"
      },
      {
        "title": "#WF",
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        "source": "https://open.spotify.com/artist/7fmcLXdUj5tVr806b7Uzt3",
        "sources": [
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        "creditType": "primary"
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      {
        "title": "Weld Fatima II",
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        "source": "https://open.spotify.com/artist/7fmcLXdUj5tVr806b7Uzt3",
        "sources": [
          "https://open.spotify.com/artist/7fmcLXdUj5tVr806b7Uzt3"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "officialWebsite": "https://snrtnews.com/fr/article/cinquante-ans-de-hip-hop-une-evolution-triomphale-du-rap-marocain-81368",
      "spotify": "https://open.spotify.com/artist/7fmcLXdUj5tVr806b7Uzt3"
    },
    "researchSources": [
      {
        "title": "Fifty years of hip-hop: the rise of Moroccan rap",
        "url": "https://snrtnews.com/fr/article/cinquante-ans-de-hip-hop-une-evolution-triomphale-du-rap-marocain-81368",
        "type": "moroccan_media",
        "publisher": "SNRTnews"
      },
      {
        "title": "7liwa public artist profile",
        "url": "https://open.spotify.com/artist/7fmcLXdUj5tVr806b7Uzt3",
        "type": "music_database",
        "publisher": "Spotify"
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    ],
    "researchNotes": "Included through direct scene research; nationality alone was not used as the decision rule.",
    "discoveryPass": "established",
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    "addedAt": "2026-08-25T18:00:00.000Z",
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    "externalIds": {
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  },
  {
    "id": "curated:shayfeen",
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      "sourceUrl": "https://open.spotify.com/artist/3wrzELDiDtiHAlLlAG423O",
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    },
    "city": "Safi",
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        "description": "SNRTnews documents Shayfeen within Morocco's rap ecosystem, connected to Safi.",
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        "sources": [
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    ],
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    },
    "researchSources": [
      {
        "title": "Morocco's new rap scene breaks the sound barrier",
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        "type": "moroccan_media",
        "publisher": "SNRTnews"
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      {
        "title": "Shayfeen public artist profile",
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    ],
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  },
  {
    "id": "curated:smallx",
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      "originalUrl": "https://open.spotify.com/artist/4PgPJfNYhFaHAV5C5dFhYS",
      "sourceUrl": "https://open.spotify.com/artist/4PgPJfNYhFaHAV5C5dFhYS",
      "needsReview": false
    },
    "city": "Safi",
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    "sceneEvidence": [
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        "type": "festival",
        "strength": "strong",
        "description": "L'Boulevard documents Small X within Morocco's rap ecosystem, connected to Safi.",
        "url": "https://2024.boulevard.ma/artistes/small-x/",
        "sourceTitle": "Small X: L'Boulevard artist profile"
      }
    ],
    "discography": [
      {
        "title": "YDF",
        "type": "single",
        "year": 2016,
        "source": "https://open.spotify.com/artist/4PgPJfNYhFaHAV5C5dFhYS",
        "sources": [
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        "creditType": "primary"
      },
      {
        "title": "Phoenix",
        "type": "album",
        "year": 2021,
        "source": "https://open.spotify.com/artist/4PgPJfNYhFaHAV5C5dFhYS",
        "sources": [
          "https://open.spotify.com/artist/4PgPJfNYhFaHAV5C5dFhYS"
        ],
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      },
      {
        "title": "X TAPE CHROMOSOME",
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        "source": "https://open.spotify.com/artist/4PgPJfNYhFaHAV5C5dFhYS",
        "sources": [
          "https://open.spotify.com/artist/4PgPJfNYhFaHAV5C5dFhYS"
        ],
        "creditType": "primary"
      },
      {
        "title": "NAFIDA",
        "type": "album",
        "year": 2025,
        "source": "https://open.spotify.com/artist/4PgPJfNYhFaHAV5C5dFhYS",
        "sources": [
          "https://open.spotify.com/artist/4PgPJfNYhFaHAV5C5dFhYS"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
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      "spotify": "https://open.spotify.com/artist/4PgPJfNYhFaHAV5C5dFhYS",
      "youtube": "https://www.youtube.com/channel/UChpVdIKWjWLmpkzMelBAvnw",
      "instagram": "https://www.instagram.com/smallxofficial/"
    },
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      {
        "title": "Small X: L'Boulevard artist profile",
        "url": "https://2024.boulevard.ma/artistes/small-x/",
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        "publisher": "L'Boulevard"
      },
      {
        "title": "Small X public artist profile",
        "url": "https://open.spotify.com/artist/4PgPJfNYhFaHAV5C5dFhYS",
        "type": "music_database",
        "publisher": "Spotify"
      }
    ],
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    "discoveryPass": "collective",
    "discoveryReason": "Found in the collective research pass through L'Boulevard.",
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    },
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    }
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      "url": "https://i.scdn.co/image/ab6761610000e5eb334d7e1ecb805d09ae8b3a47",
      "source": "Spotify artist profile",
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    },
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      {
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        "source": "https://open.spotify.com/artist/5Et8bRmkENeaA7SPwj1OxL",
        "sources": [
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      {
        "title": "L7ARB",
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    ],
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    },
    "researchSources": [
      {
        "title": "212FlowFest celebrates rap and urban culture in Rabat",
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      },
      {
        "title": "Shobee public artist profile",
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        "type": "music_database",
        "publisher": "Spotify"
      }
    ],
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    "discoveryPass": "collective",
    "discoveryReason": "Found in the collective research pass through SNRTnews.",
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    "externalIds": {
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    },
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      ],
      "disposition": "existing",
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    }
  },
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      "url": "https://i.scdn.co/image/ab6761610000e5eb9fc3a7b63de2335b962b83d1",
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    },
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        "url": "https://snrtnews.com/fr/article/la-nouvelle-sc%C3%A8ne-rap-marocaine-brise-le-mur-du-son",
        "sourceTitle": "Morocco's new rap scene breaks the sound barrier"
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    ],
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        "title": "Crystal",
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        "year": 2021,
        "source": "https://snrtnews.com/fr/article/la-nouvelle-sc%C3%A8ne-rap-marocaine-brise-le-mur-du-son"
      }
    ],
    "links": {
      "officialWebsite": "https://snrtnews.com/fr/article/la-nouvelle-sc%C3%A8ne-rap-marocaine-brise-le-mur-du-son",
      "spotify": "https://open.spotify.com/artist/37lslcg6zP6eAQAONiYvWN"
    },
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      {
        "title": "Morocco's new rap scene breaks the sound barrier",
        "url": "https://snrtnews.com/fr/article/la-nouvelle-sc%C3%A8ne-rap-marocaine-brise-le-mur-du-son",
        "type": "moroccan_media",
        "publisher": "SNRTnews"
      },
      {
        "title": "Issam public artist profile",
        "url": "https://open.spotify.com/artist/37lslcg6zP6eAQAONiYvWN",
        "type": "music_database",
        "publisher": "Spotify"
      }
    ],
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    "discoveryPass": "recent",
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    "externalIds": {
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    },
    "manualResearch": {
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      "disposition": "existing",
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  },
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      "url": "https://i.scdn.co/image/ab6761610000e5eb62e31f8566a0e0fc82cab278",
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    },
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      "Hip-hop"
    ],
    "sceneTier": "established",
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        "strength": "strong",
        "description": "L'Boulevard documents Madd within Morocco's rap ecosystem, connected to Safi.",
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        "sourceTitle": "Madd: L'Boulevard artist profile"
      }
    ],
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      {
        "title": "Sensus",
        "type": "album",
        "year": 2024,
        "source": "https://2025.boulevard.ma/artistes/madd/"
      }
    ],
    "links": {
      "officialWebsite": "https://2025.boulevard.ma/artistes/madd/",
      "spotify": "https://open.spotify.com/artist/7DBIKXxSh2BMPqSN7UB4rS"
    },
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      {
        "title": "Madd: L'Boulevard artist profile",
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        "publisher": "L'Boulevard"
      },
      {
        "title": "Madd public artist profile",
        "url": "https://open.spotify.com/artist/7DBIKXxSh2BMPqSN7UB4rS",
        "type": "music_database",
        "publisher": "Spotify"
      }
    ],
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    "discoveryPass": "recent",
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    "manualResearch": {
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      ],
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    },
    "externalIds": {
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  },
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    "entityType": "rapper",
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      "url": "https://i.scdn.co/image/ab6761610000e5eb0adb007001a710632e646431",
      "source": "Spotify artist profile",
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      "sourceUrl": "https://open.spotify.com/artist/5Do9u0GoN4gFn6Nk8NGDhh",
      "needsReview": false
    },
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      "Hip-hop"
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    "sceneTier": "major",
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    "sceneEvidence": [
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        "type": "city",
        "strength": "strong",
        "description": "Hit Radio documents Stormy within Morocco's rap ecosystem, connected to Casablanca.",
        "url": "https://www.hitradio.ma/artiste/STORMY",
        "sourceTitle": "Stormy artist profile"
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    ],
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      },
      {
        "title": "Omega",
        "type": "album",
        "year": 2025,
        "source": "https://www.hitradio.ma/artiste/STORMY"
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    ],
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      "spotify": "https://open.spotify.com/artist/5Do9u0GoN4gFn6Nk8NGDhh"
    },
    "researchSources": [
      {
        "title": "Stormy artist profile",
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        "type": "official",
        "publisher": "Hit Radio"
      },
      {
        "title": "Stormy public artist profile",
        "url": "https://open.spotify.com/artist/5Do9u0GoN4gFn6Nk8NGDhh",
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        "publisher": "Spotify"
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    ],
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    "discoveryPass": "recent",
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    "externalIds": {
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  },
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    "entityType": "rapper",
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      "url": "https://i.scdn.co/image/ab67616d0000b27397a34d6e862d74ba664d3b0b",
      "source": "Spotify artist profile",
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    },
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      "Hip-hop"
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        "description": "SNRTnews documents Tagne within Morocco's rap ecosystem, connected to Casablanca.",
        "url": "https://snrtnews.com/fr/article/la-nouvelle-sc%C3%A8ne-rap-marocaine-brise-le-mur-du-son",
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        "sources": [
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      {
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        "title": "Lmektoub",
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        "sources": [
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        ],
        "creditType": "primary"
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    ],
    "links": {
      "officialWebsite": "https://snrtnews.com/fr/article/la-nouvelle-sc%C3%A8ne-rap-marocaine-brise-le-mur-du-son",
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      {
        "title": "Morocco's new rap scene breaks the sound barrier",
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        "type": "moroccan_media",
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      },
      {
        "title": "Tagne public artist profile",
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        "type": "music_database",
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    },
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        "description": "Le360 documents Draganov within Morocco's rap ecosystem, connected to Oujda.",
        "url": "https://fr.le360.ma/culture/musique-les-artistes-marocains-les-plus-streames-en-2025_JBJAOQI5TBC4VMUSWKPVN6D35I/",
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    ],
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        "source": "https://open.spotify.com/artist/2g8Pu5gVtDpkYGsP3RLepJ",
        "sources": [
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        "creditType": "primary"
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      {
        "title": "SLLM",
        "type": "album",
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        "source": "https://open.spotify.com/artist/2g8Pu5gVtDpkYGsP3RLepJ",
        "sources": [
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        "creditType": "primary"
      },
      {
        "title": "Khissous V2",
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        "source": "https://open.spotify.com/artist/2g8Pu5gVtDpkYGsP3RLepJ",
        "sources": [
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        "creditType": "primary"
      },
      {
        "title": "Galess Fdar",
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        "source": "https://open.spotify.com/artist/2g8Pu5gVtDpkYGsP3RLepJ",
        "sources": [
          "https://open.spotify.com/artist/2g8Pu5gVtDpkYGsP3RLepJ"
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        "creditType": "primary"
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      {
        "title": "Colors",
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        "source": "https://open.spotify.com/artist/2g8Pu5gVtDpkYGsP3RLepJ",
        "sources": [
          "https://open.spotify.com/artist/2g8Pu5gVtDpkYGsP3RLepJ"
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        "creditType": "primary"
      },
      {
        "title": "3DABI",
        "type": "single",
        "year": 2023,
        "source": "https://open.spotify.com/artist/2g8Pu5gVtDpkYGsP3RLepJ",
        "sources": [
          "https://open.spotify.com/artist/2g8Pu5gVtDpkYGsP3RLepJ"
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        "creditType": "primary"
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      {
        "title": "WILI",
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        "source": "https://open.spotify.com/artist/2g8Pu5gVtDpkYGsP3RLepJ",
        "sources": [
          "https://open.spotify.com/artist/2g8Pu5gVtDpkYGsP3RLepJ"
        ],
        "creditType": "primary"
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    ],
    "links": {
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      "spotify": "https://open.spotify.com/artist/2g8Pu5gVtDpkYGsP3RLepJ",
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        "title": "Moroccan artists most streamed in 2025",
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  },
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    ],
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    ],
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    "discoveryReason": "Found in the recent research pass through L'Boulevard.",
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        "Loun"
      ],
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    }
  },
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      "url": "https://i.scdn.co/image/ab6761610000e5eb3b5ad0df67ccf8034f2dfe55",
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      "originalUrl": "https://open.spotify.com/artist/06zZhrjGip0peNfom4XCYI",
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    },
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      "Hip-hop"
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      {
        "title": "NDAM",
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        "source": "https://fr.le360.ma/culture/najm-premier-artiste-marocain-a-integrer-le-programme-radar-de-spotify_EFLKO4BUFRG7VDMFTI6SP3VDZQ/"
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        "title": "U",
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        "source": "https://open.spotify.com/artist/06zZhrjGip0peNfom4XCYI",
        "sources": [
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        "creditType": "primary"
      },
      {
        "title": "INSOMNIA HOTEL",
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      {
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        "title": "3POINTS",
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        "title": "Obito.Triple3 research",
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      {
        "title": "Obito.Triple3 public artist profile",
        "url": "https://open.spotify.com/artist/7asvA6Yz9cItmIbt2HNUPQ",
        "type": "music_database",
        "publisher": "Spotify"
      },
      {
        "title": "Bebetoo credits: Obito.Triple3 / Obito333",
        "url": "https://www.qobuz.com/au-en/album/bebetoo-obitotriple3/sfpmeizix2m0b",
        "type": "music_database",
        "publisher": "Qobuz"
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      {
        "title": "Obito.Triple3 research",
        "url": "https://music.apple.com/us/artist/obito-triple3/1754164863",
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        "type": "music_database",
        "publisher": "soundcloud.com"
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    "externalIds": {
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  },
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    "id": "curated:aymanehaqqi",
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    },
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        "type": "city",
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        "description": "DimaTOP documents Aymane Haqqi within Morocco's rap ecosystem, connected to Midelt.",
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        "sourceTitle": "DimaTOP Awards 2025: Aymane Haqqi"
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        "source": "https://dimatopmagazine.com/hip-hub/top-picks/dimatop-awards-2025/"
      },
      {
        "title": "THE BACKSTORY OF GALILEE",
        "type": "ep",
        "year": 2025,
        "source": "https://dimatopmagazine.com/hip-hub/top-picks/dimatop-awards-2025/"
      },
      {
        "title": "MESSI MARADONA",
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        "year": 2026,
        "source": "https://dimatopmagazine.com/hip-hub/top-picks/dimatop-awards-2025/"
      },
      {
        "title": "ALL SLAVES WANT TO BE KINGS",
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        "source": "https://open.spotify.com/artist/3cUrnRpKj3DHqa1GHKwrCw",
        "sources": [
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        "creditType": "primary"
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    ],
    "links": {
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      "spotify": "https://open.spotify.com/artist/3cUrnRpKj3DHqa1GHKwrCw"
    },
    "researchSources": [
      {
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        "publisher": "DimaTOP"
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      {
        "title": "Aymane Haqqi public artist profile",
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        "type": "music_database",
        "publisher": "Spotify"
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    "externalIds": {
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    "manualResearch": {
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      "disposition": "existing",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
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  },
  {
    "id": "curated:damost",
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    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eb16ed940f5ebb28d0cc304f78",
      "source": "Spotify artist profile",
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      "sourceUrl": "https://open.spotify.com/artist/24Bo3rD54ttCU6Z5GsiXaU",
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    "country": "Morocco",
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    "sceneTier": "rising",
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        "url": "https://dimatopmagazine.com/hip-hub/top-picks/dimatop-awards-2025/",
        "sourceTitle": "DimaTOP Awards 2025: Obito.Triple3"
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      },
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        "title": "HOTGAM",
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      {
        "title": "Tinnitus",
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        "source": "https://open.spotify.com/artist/24Bo3rD54ttCU6Z5GsiXaU",
        "sources": [
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        "creditType": "primary"
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    ],
    "links": {
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    "researchSources": [
      {
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        "type": "moroccan_media",
        "publisher": "DimaTOP"
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      {
        "title": "Damost public artist profile",
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        "publisher": "Spotify"
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    ],
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    "externalIds": {
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    "manualResearch": {
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      "disposition": "existing",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
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  },
  {
    "id": "curated:furelise",
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    "entityType": "rapper",
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      "sourceUrl": "https://open.spotify.com/artist/1qqig14uI7sLKGGzYnutyn",
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    },
    "city": "Casablanca",
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      {
        "title": "Molno Jorjo",
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        "source": "https://open.spotify.com/artist/1qqig14uI7sLKGGzYnutyn",
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        "creditType": "primary"
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      {
        "title": "Polygamie",
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        "source": "https://open.spotify.com/artist/1qqig14uI7sLKGGzYnutyn",
        "sources": [
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        "creditType": "primary"
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      {
        "title": "Fury Betho",
        "type": "ep",
        "year": 2023,
        "source": "https://open.spotify.com/artist/1qqig14uI7sLKGGzYnutyn",
        "sources": [
          "https://open.spotify.com/artist/1qqig14uI7sLKGGzYnutyn"
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        "creditType": "primary"
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    ],
    "links": {
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    },
    "researchSources": [
      {
        "title": "Moroccan grunge rap: FurElise and the new wave",
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        "publisher": "Rolling Stone MENA"
      },
      {
        "title": "FurElise public artist profile",
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        "type": "music_database",
        "publisher": "Spotify"
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    ],
    "researchNotes": "Included through direct scene research; nationality alone was not used as the decision rule.",
    "discoveryPass": "recent",
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    "lastChecked": "2026-08-25T21:15:00.000Z",
    "externalIds": {
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    },
    "manualResearch": {
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      {
        "title": "DAYE3",
        "type": "single",
        "year": 2024,
        "source": "https://mena.rollingstone.com/exclusive/future-radar-2026-25-artists-to-watch/"
      },
      {
        "title": "MÉDUSE",
        "type": "single",
        "year": 2025,
        "source": "https://mena.rollingstone.com/exclusive/future-radar-2026-25-artists-to-watch/"
      },
      {
        "title": "INTROVERTED",
        "type": "ep",
        "year": 2026,
        "source": "https://mena.rollingstone.com/exclusive/future-radar-2026-25-artists-to-watch/"
      }
    ],
    "links": {
      "officialWebsite": "https://mena.rollingstone.com/exclusive/future-radar-2026-25-artists-to-watch/",
      "appleMusic": "https://music.apple.com/ma/artist/skotty1/1670016640"
    },
    "researchSources": [
      {
        "title": "Future Radar 2026: Moroccan artists to watch",
        "url": "https://mena.rollingstone.com/exclusive/future-radar-2026-25-artists-to-watch/",
        "type": "moroccan_media",
        "publisher": "Rolling Stone MENA"
      },
      {
        "title": "Skotty1 public artist profile",
        "url": "https://music.apple.com/ma/artist/skotty1/1670016640",
        "type": "music_database",
        "publisher": "Apple Music"
      }
    ],
    "researchNotes": "Included through direct scene research; nationality alone was not used as the decision rule.",
    "discoveryPass": "recent",
    "discoveryReason": "Found in the recent research pass through Rolling Stone MENA.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
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    "name": "Abduh",
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    "entityType": "rapper",
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      "url": "https://i.scdn.co/image/ab6761610000e5eb15c901ad0fd70588e431df17",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/intl-de/artist/3Urq8zrlV3dLnLnL40xqWk",
      "sourceUrl": "https://open.spotify.com/intl-de/artist/3Urq8zrlV3dLnLnL40xqWk",
      "needsReview": false
    },
    "city": "Kenitra",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "rising",
    "moroccanSceneScore": 92,
    "sceneEvidence": [
      {
        "type": "festival",
        "strength": "strong",
        "description": "L'Boulevard documents Abduh within Morocco's rap ecosystem, connected to Kenitra.",
        "url": "https://2022.boulevard.ma/artistes/abduh/",
        "sourceTitle": "Abduh: L'Boulevard artist profile"
      }
    ],
    "discography": [
      {
        "title": "Before the Mixtape",
        "type": "ep",
        "year": 2024,
        "source": "https://2022.boulevard.ma/artistes/abduh/"
      },
      {
        "title": "Bridge Life",
        "type": "album",
        "year": 2025,
        "source": "https://2022.boulevard.ma/artistes/abduh/"
      },
      {
        "title": "L'adresse",
        "type": "single",
        "year": 2026,
        "source": "https://2022.boulevard.ma/artistes/abduh/"
      }
    ],
    "links": {
      "officialWebsite": "https://2022.boulevard.ma/artistes/abduh/",
      "appleMusic": "https://music.apple.com/ly/artist/abduh/1557457404",
      "spotify": "https://open.spotify.com/intl-de/artist/3Urq8zrlV3dLnLnL40xqWk"
    },
    "researchSources": [
      {
        "title": "Abduh: L'Boulevard artist profile",
        "url": "https://2022.boulevard.ma/artistes/abduh/",
        "type": "festival",
        "publisher": "L'Boulevard"
      },
      {
        "title": "Abduh public artist profile",
        "url": "https://open.spotify.com/intl-de/artist/3Urq8zrlV3dLnLnL40xqWk",
        "type": "music_database",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Included through direct scene research; nationality alone was not used as the decision rule.",
    "discoveryPass": "city",
    "discoveryReason": "Found in the city research pass through L'Boulevard.",
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    "lastChecked": "2026-08-25T21:15:00.000Z",
    "manualResearch": {
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      "candidates": [
        "Abduh"
      ],
      "disposition": "existing",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "externalIds": {
      "spotify": "3Urq8zrlV3dLnLnL40xqWk"
    }
  },
  {
    "id": "curated:kpv145mm",
    "name": "KPV 14.5mm",
    "aliases": [
      "KPV 14.5"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5ebed132bf90471942d7e0492b7",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/6LRv954p7lryjTkTi1b68v",
      "sourceUrl": "https://open.spotify.com/artist/6LRv954p7lryjTkTi1b68v",
      "needsReview": false
    },
    "city": "Sale",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 96,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "strong",
        "description": "Hespress documents KPV 14.5mm within Morocco's rap ecosystem, connected to Sale.",
        "url": "https://fr.hespress.com/435172-kpv-14-5-letoile-montante-du-rap-marocain-illumine-le-festival-egregore.html",
        "sourceTitle": "KPV 14.5mm, a rising Moroccan underground voice"
      }
    ],
    "discography": [
      {
        "title": "Exulansis",
        "type": "single",
        "year": 2023,
        "source": "https://fr.hespress.com/435172-kpv-14-5-letoile-montante-du-rap-marocain-illumine-le-festival-egregore.html"
      },
      {
        "title": "Pardon Madame Grenouille",
        "type": "single",
        "year": 2024,
        "source": "https://fr.hespress.com/435172-kpv-14-5-letoile-montante-du-rap-marocain-illumine-le-festival-egregore.html"
      },
      {
        "title": "Life, Love, Misery.. Then I die",
        "type": "ep",
        "year": 2025,
        "source": "https://open.spotify.com/artist/6LRv954p7lryjTkTi1b68v",
        "sources": [
          "https://open.spotify.com/artist/6LRv954p7lryjTkTi1b68v"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "officialWebsite": "https://fr.hespress.com/435172-kpv-14-5-letoile-montante-du-rap-marocain-illumine-le-festival-egregore.html",
      "appleMusic": "https://music.apple.com/us/artist/kpv-14-5mm/1654860287",
      "instagram": "https://instagram.com/kpv_14.5mm/",
      "spotify": "https://open.spotify.com/artist/6LRv954p7lryjTkTi1b68v"
    },
    "researchSources": [
      {
        "title": "KPV 14.5mm, a rising Moroccan underground voice",
        "url": "https://fr.hespress.com/435172-kpv-14-5-letoile-montante-du-rap-marocain-illumine-le-festival-egregore.html",
        "type": "moroccan_media",
        "publisher": "Hespress"
      },
      {
        "title": "KPV 14.5mm public artist profile",
        "url": "https://open.spotify.com/artist/6LRv954p7lryjTkTi1b68v",
        "type": "music_database",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Included through direct scene research; nationality alone was not used as the decision rule.",
    "discoveryPass": "city",
    "discoveryReason": "Found in the city research pass through Hespress.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z",
    "externalIds": {
      "spotify": "6LRv954p7lryjTkTi1b68v"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "KPV 14.5mm"
      ],
      "disposition": "existing",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    }
  },
  {
    "id": "curated:rubio",
    "name": "Rubio",
    "aliases": [],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5ebfab53937aa397fdd5afd7cbf",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/5LJX3D6BzDJkMGX7hFP1dl",
      "sourceUrl": "https://open.spotify.com/artist/5LJX3D6BzDJkMGX7hFP1dl",
      "needsReview": false
    },
    "city": "Tangier",
    "country": "Morocco",
    "collectives": [
      "NSR"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "rising",
    "moroccanSceneScore": 92,
    "sceneEvidence": [
      {
        "type": "festival",
        "strength": "strong",
        "description": "L'Boulevard documents Rubio within Morocco's rap ecosystem, connected to Tangier.",
        "url": "https://2024.boulevard.ma/artistes/rubio/",
        "sourceTitle": "Rubio: L'Boulevard artist profile"
      }
    ],
    "discography": [
      {
        "title": "NSR",
        "type": "album",
        "year": 2024,
        "source": "https://open.spotify.com/artist/5LJX3D6BzDJkMGX7hFP1dl",
        "sources": [
          "https://open.spotify.com/artist/5LJX3D6BzDJkMGX7hFP1dl"
        ],
        "creditType": "primary"
      },
      {
        "title": "tanger city",
        "type": "single",
        "year": 2020,
        "source": "https://open.spotify.com/artist/5LJX3D6BzDJkMGX7hFP1dl",
        "sources": [
          "https://open.spotify.com/artist/5LJX3D6BzDJkMGX7hFP1dl"
        ],
        "creditType": "primary"
      },
      {
        "title": "CHITANA",
        "type": "single",
        "year": 2021,
        "source": "https://open.spotify.com/artist/5LJX3D6BzDJkMGX7hFP1dl",
        "sources": [
          "https://open.spotify.com/artist/5LJX3D6BzDJkMGX7hFP1dl"
        ],
        "creditType": "primary"
      },
      {
        "title": "JOANA",
        "type": "single",
        "year": 2023,
        "source": "https://open.spotify.com/artist/5LJX3D6BzDJkMGX7hFP1dl",
        "sources": [
          "https://open.spotify.com/artist/5LJX3D6BzDJkMGX7hFP1dl"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "officialWebsite": "https://2024.boulevard.ma/artistes/rubio/",
      "spotify": "https://open.spotify.com/artist/5LJX3D6BzDJkMGX7hFP1dl",
      "youtube": "https://www.youtube.com/@rubio-official/videos",
      "instagram": "https://www.instagram.com/rubio_nssr/"
    },
    "researchSources": [
      {
        "title": "Rubio: L'Boulevard artist profile",
        "url": "https://2024.boulevard.ma/artistes/rubio/",
        "type": "festival",
        "publisher": "L'Boulevard"
      },
      {
        "title": "Rubio public artist profile",
        "url": "https://open.spotify.com/artist/5LJX3D6BzDJkMGX7hFP1dl",
        "type": "music_database",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Included through direct scene research; nationality alone was not used as the decision rule.",
    "discoveryPass": "city",
    "discoveryReason": "Found in the city research pass through L'Boulevard.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z",
    "externalIds": {
      "spotify": "5LJX3D6BzDJkMGX7hFP1dl",
      "instagram": "rubio_nssr"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Rubio"
      ],
      "disposition": "existing",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    }
  },
  {
    "id": "curated:klassa",
    "name": "Klass-A",
    "aliases": [],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eb058f7a6874aee44c8c38c367",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/5pTmYowPAPHM6C133AaOfJ",
      "sourceUrl": "https://open.spotify.com/artist/5pTmYowPAPHM6C133AaOfJ",
      "needsReview": false
    },
    "city": "Rabat",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 92,
    "sceneEvidence": [
      {
        "type": "festival",
        "strength": "strong",
        "description": "L'Boulevard documents Klass-A within Morocco's rap ecosystem, connected to Rabat.",
        "url": "https://2024.boulevard.ma/artistes/klass-a/",
        "sourceTitle": "Klass-A: L'Boulevard artist profile"
      }
    ],
    "discography": [
      {
        "title": "Call Me",
        "type": "single",
        "year": 2019,
        "source": "https://open.spotify.com/artist/5pTmYowPAPHM6C133AaOfJ",
        "sources": [
          "https://open.spotify.com/artist/5pTmYowPAPHM6C133AaOfJ"
        ],
        "creditType": "primary"
      },
      {
        "title": "R&B KINGZ",
        "type": "album",
        "year": 2021,
        "source": "https://open.spotify.com/artist/5pTmYowPAPHM6C133AaOfJ",
        "sources": [
          "https://open.spotify.com/artist/5pTmYowPAPHM6C133AaOfJ"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "officialWebsite": "https://2024.boulevard.ma/artistes/klass-a/",
      "spotify": "https://open.spotify.com/artist/5pTmYowPAPHM6C133AaOfJ",
      "youtube": "https://www.youtube.com/channel/UCF9BhzMUPHLbj8tB770Q2Vw",
      "instagram": "https://www.instagram.com/klass_a"
    },
    "researchSources": [
      {
        "title": "Klass-A: L'Boulevard artist profile",
        "url": "https://2024.boulevard.ma/artistes/klass-a/",
        "type": "festival",
        "publisher": "L'Boulevard"
      },
      {
        "title": "Klass-A public artist profile",
        "url": "https://open.spotify.com/artist/5pTmYowPAPHM6C133AaOfJ",
        "type": "music_database",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Included through direct scene research; nationality alone was not used as the decision rule.",
    "discoveryPass": "city",
    "discoveryReason": "Found in the city research pass through L'Boulevard.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z",
    "externalIds": {
      "spotify": "5pTmYowPAPHM6C133AaOfJ",
      "youtubeChannel": "UCF9BhzMUPHLbj8tB770Q2Vw",
      "instagram": "klass_a"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Klass-A"
      ],
      "disposition": "existing",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    }
  },
  {
    "id": "curated:vargas",
    "name": "Vargas",
    "aliases": [],
    "entityType": "rapper",
    "image": {
      "url": "https://2022.boulevard.ma/wp-content/uploads/sites/2/2022/09/Vargas.webp",
      "source": "L'Boulevard",
      "originalUrl": "https://2022.boulevard.ma/artistes/vargas/"
    },
    "city": "Rabat",
    "country": "Morocco",
    "collectives": [
      "O Squa"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 91,
    "sceneEvidence": [
      {
        "type": "festival",
        "strength": "strong",
        "description": "L'Boulevard documents Vargas within Morocco's rap ecosystem, connected to Rabat.",
        "url": "https://2022.boulevard.ma/artistes/vargas/",
        "sourceTitle": "Vargas: L'Boulevard artist profile"
      }
    ],
    "discography": [
      {
        "title": "Vibz",
        "type": "single",
        "year": 2022,
        "source": "https://2022.boulevard.ma/artistes/vargas/"
      },
      {
        "title": "Venom",
        "type": "single",
        "year": 2022,
        "source": "https://2022.boulevard.ma/artistes/vargas/"
      }
    ],
    "links": {
      "officialWebsite": "https://2022.boulevard.ma/artistes/vargas/"
    },
    "researchSources": [
      {
        "title": "Vargas: L'Boulevard artist profile",
        "url": "https://2022.boulevard.ma/artistes/vargas/",
        "type": "festival",
        "publisher": "L'Boulevard"
      }
    ],
    "researchNotes": "Included through direct scene research; nationality alone was not used as the decision rule.",
    "discoveryPass": "city",
    "discoveryReason": "Found in the city research pass through L'Boulevard.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T18:00:00.000Z",
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Vargas"
      ],
      "disposition": "existing",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    }
  },
  {
    "id": "curated:iguidr",
    "name": "Iguidr",
    "aliases": [],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eb879c4dc056365da03530e446",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/6tjt10KbSIyUZEid47Kxbg",
      "sourceUrl": "https://open.spotify.com/artist/6tjt10KbSIyUZEid47Kxbg",
      "needsReview": false
    },
    "city": "Agadir",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 92,
    "sceneEvidence": [
      {
        "type": "festival",
        "strength": "strong",
        "description": "L'Boulevard documents Iguidr within Morocco's rap ecosystem, connected to Agadir.",
        "url": "https://2022.boulevard.ma/artistes/iguidr/",
        "sourceTitle": "Iguidr: L'Boulevard artist profile"
      }
    ],
    "discography": [
      {
        "title": "Raiss Trap",
        "type": "album",
        "year": 2018,
        "source": "https://2022.boulevard.ma/artistes/iguidr/"
      },
      {
        "title": "Aghilass",
        "type": "album",
        "year": 2022,
        "source": "https://2022.boulevard.ma/artistes/iguidr/"
      }
    ],
    "links": {
      "officialWebsite": "https://2022.boulevard.ma/artistes/iguidr/",
      "spotify": "https://open.spotify.com/artist/6tjt10KbSIyUZEid47Kxbg"
    },
    "researchSources": [
      {
        "title": "Iguidr: L'Boulevard artist profile",
        "url": "https://2022.boulevard.ma/artistes/iguidr/",
        "type": "festival",
        "publisher": "L'Boulevard"
      },
      {
        "title": "Iguidr public artist profile",
        "url": "https://open.spotify.com/artist/6tjt10KbSIyUZEid47Kxbg",
        "type": "music_database",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Included through direct scene research; nationality alone was not used as the decision rule.",
    "discoveryPass": "city",
    "discoveryReason": "Found in the city research pass through L'Boulevard.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z",
    "externalIds": {
      "spotify": "6tjt10KbSIyUZEid47Kxbg"
    }
  },
  {
    "id": "curated:al7assan",
    "name": "AL 7ASSAN",
    "aliases": [
      "AL7ASSAN",
      "Al Hassan"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://2025.boulevard.ma/wp-content/uploads/sites/5/2025/09/al7assan.jpg",
      "source": "Aujourd'hui Le Maroc",
      "originalUrl": "https://aujourdhui.ma/culture/six-laureats-ont-ete-recompenses-lboulevard-2025-les-gagnants-de-la-competition-tremplin-devoiles"
    },
    "city": "Agadir",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 97,
    "sceneEvidence": [
      {
        "type": "festival",
        "strength": "strong",
        "description": "Won the 2025 L'Boulevard rap Tremplin after direct local-scene selection.",
        "url": "https://aujourdhui.ma/culture/six-laureats-ont-ete-recompenses-lboulevard-2025-les-gagnants-de-la-competition-tremplin-devoiles",
        "sourceTitle": "L'Boulevard 2025 Tremplin winners"
      }
    ],
    "discography": [],
    "links": {
      "officialWebsite": "https://aujourdhui.ma/culture/six-laureats-ont-ete-recompenses-lboulevard-2025-les-gagnants-de-la-competition-tremplin-devoiles"
    },
    "researchSources": [
      {
        "title": "L'Boulevard 2025 Tremplin winners",
        "url": "https://aujourdhui.ma/culture/six-laureats-ont-ete-recompenses-lboulevard-2025-les-gagnants-de-la-competition-tremplin-devoiles",
        "type": "festival",
        "publisher": "Aujourd'hui Le Maroc"
      }
    ],
    "researchNotes": "Won the 2025 L'Boulevard rap Tremplin after direct local-scene selection.",
    "discoveryPass": "city",
    "discoveryReason": "Won the 2025 L'Boulevard rap Tremplin after direct local-scene selection.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T18:00:00.000Z"
  },
  {
    "id": "curated:vlien",
    "name": "VLIEN",
    "aliases": [],
    "entityType": "rapper",
    "image": {
      "url": "https://2025.boulevard.ma/wp-content/uploads/sites/5/2025/09/VLIEN.jpg",
      "source": "Le360",
      "originalUrl": "https://fr.le360.ma/culture/tremplin-lboulevard-2025-la-liste-des-groupes-devoilee-le-rap-en-tete-daffiche_BC527MXJ7ZGEBDPAVNI4ERS5HQ/"
    },
    "city": "Sale",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 93,
    "sceneEvidence": [
      {
        "type": "festival",
        "strength": "strong",
        "description": "Le360 documents VLIEN within Morocco's rap ecosystem, connected to Sale.",
        "url": "https://fr.le360.ma/culture/tremplin-lboulevard-2025-la-liste-des-groupes-devoilee-le-rap-en-tete-daffiche_BC527MXJ7ZGEBDPAVNI4ERS5HQ/",
        "sourceTitle": "L'Boulevard 2025 Tremplin rap selection"
      }
    ],
    "discography": [],
    "links": {
      "officialWebsite": "https://fr.le360.ma/culture/tremplin-lboulevard-2025-la-liste-des-groupes-devoilee-le-rap-en-tete-daffiche_BC527MXJ7ZGEBDPAVNI4ERS5HQ/"
    },
    "researchSources": [
      {
        "title": "L'Boulevard 2025 Tremplin rap selection",
        "url": "https://fr.le360.ma/culture/tremplin-lboulevard-2025-la-liste-des-groupes-devoilee-le-rap-en-tete-daffiche_BC527MXJ7ZGEBDPAVNI4ERS5HQ/",
        "type": "festival",
        "publisher": "Le360"
      }
    ],
    "researchNotes": "Included through direct scene research; nationality alone was not used as the decision rule.",
    "discoveryPass": "city",
    "discoveryReason": "Found in the city research pass through Le360.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T18:00:00.000Z"
  },
  {
    "id": "curated:aessa",
    "name": "AESSA",
    "aliases": [],
    "entityType": "rapper",
    "image": {
      "url": "https://2025.boulevard.ma/wp-content/uploads/sites/5/2025/09/AESSA.jpg",
      "source": "Le360",
      "originalUrl": "https://fr.le360.ma/culture/tremplin-lboulevard-2025-la-liste-des-groupes-devoilee-le-rap-en-tete-daffiche_BC527MXJ7ZGEBDPAVNI4ERS5HQ/"
    },
    "city": "Oujda",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 94,
    "sceneEvidence": [
      {
        "type": "festival",
        "strength": "strong",
        "description": "Le360 documents AESSA within Morocco's rap ecosystem, connected to Oujda.",
        "url": "https://fr.le360.ma/culture/tremplin-lboulevard-2025-la-liste-des-groupes-devoilee-le-rap-en-tete-daffiche_BC527MXJ7ZGEBDPAVNI4ERS5HQ/",
        "sourceTitle": "L'Boulevard 2025 Tremplin rap selection"
      }
    ],
    "discography": [],
    "links": {
      "officialWebsite": "https://fr.le360.ma/culture/tremplin-lboulevard-2025-la-liste-des-groupes-devoilee-le-rap-en-tete-daffiche_BC527MXJ7ZGEBDPAVNI4ERS5HQ/"
    },
    "researchSources": [
      {
        "title": "L'Boulevard 2025 Tremplin rap selection",
        "url": "https://fr.le360.ma/culture/tremplin-lboulevard-2025-la-liste-des-groupes-devoilee-le-rap-en-tete-daffiche_BC527MXJ7ZGEBDPAVNI4ERS5HQ/",
        "type": "festival",
        "publisher": "Le360"
      }
    ],
    "researchNotes": "Included through direct scene research; nationality alone was not used as the decision rule.",
    "discoveryPass": "city",
    "discoveryReason": "Found in the city research pass through Le360.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T18:00:00.000Z"
  },
  {
    "id": "curated:toxico",
    "name": "TOXICO",
    "aliases": [],
    "entityType": "rapper",
    "image": {
      "url": "https://2025.boulevard.ma/wp-content/uploads/sites/5/2025/09/TOXICO.jpg",
      "source": "Le360",
      "originalUrl": "https://fr.le360.ma/culture/tremplin-lboulevard-2025-la-liste-des-groupes-devoilee-le-rap-en-tete-daffiche_BC527MXJ7ZGEBDPAVNI4ERS5HQ/"
    },
    "city": "Fes",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 94,
    "sceneEvidence": [
      {
        "type": "festival",
        "strength": "strong",
        "description": "Le360 documents TOXICO within Morocco's rap ecosystem, connected to Fes.",
        "url": "https://fr.le360.ma/culture/tremplin-lboulevard-2025-la-liste-des-groupes-devoilee-le-rap-en-tete-daffiche_BC527MXJ7ZGEBDPAVNI4ERS5HQ/",
        "sourceTitle": "L'Boulevard 2025 Tremplin rap selection"
      }
    ],
    "discography": [],
    "links": {
      "officialWebsite": "https://fr.le360.ma/culture/tremplin-lboulevard-2025-la-liste-des-groupes-devoilee-le-rap-en-tete-daffiche_BC527MXJ7ZGEBDPAVNI4ERS5HQ/"
    },
    "researchSources": [
      {
        "title": "L'Boulevard 2025 Tremplin rap selection",
        "url": "https://fr.le360.ma/culture/tremplin-lboulevard-2025-la-liste-des-groupes-devoilee-le-rap-en-tete-daffiche_BC527MXJ7ZGEBDPAVNI4ERS5HQ/",
        "type": "festival",
        "publisher": "Le360"
      }
    ],
    "researchNotes": "Included through direct scene research; nationality alone was not used as the decision rule.",
    "discoveryPass": "city",
    "discoveryReason": "Found in the city research pass through Le360.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T18:00:00.000Z"
  },
  {
    "id": "curated:elboo",
    "name": "ELBOO",
    "aliases": [],
    "entityType": "rapper",
    "image": {
      "url": "https://2025.boulevard.ma/wp-content/uploads/sites/5/2025/09/ELBO.jpg",
      "source": "Le360",
      "originalUrl": "https://fr.le360.ma/culture/tremplin-lboulevard-2025-la-liste-des-groupes-devoilee-le-rap-en-tete-daffiche_BC527MXJ7ZGEBDPAVNI4ERS5HQ/"
    },
    "city": "Oujda",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 94,
    "sceneEvidence": [
      {
        "type": "festival",
        "strength": "strong",
        "description": "Le360 documents ELBOO within Morocco's rap ecosystem, connected to Oujda.",
        "url": "https://fr.le360.ma/culture/tremplin-lboulevard-2025-la-liste-des-groupes-devoilee-le-rap-en-tete-daffiche_BC527MXJ7ZGEBDPAVNI4ERS5HQ/",
        "sourceTitle": "L'Boulevard 2025 Tremplin rap selection"
      }
    ],
    "discography": [],
    "links": {
      "officialWebsite": "https://fr.le360.ma/culture/tremplin-lboulevard-2025-la-liste-des-groupes-devoilee-le-rap-en-tete-daffiche_BC527MXJ7ZGEBDPAVNI4ERS5HQ/"
    },
    "researchSources": [
      {
        "title": "L'Boulevard 2025 Tremplin rap selection",
        "url": "https://fr.le360.ma/culture/tremplin-lboulevard-2025-la-liste-des-groupes-devoilee-le-rap-en-tete-daffiche_BC527MXJ7ZGEBDPAVNI4ERS5HQ/",
        "type": "festival",
        "publisher": "Le360"
      }
    ],
    "researchNotes": "Included through direct scene research; nationality alone was not used as the decision rule.",
    "discoveryPass": "city",
    "discoveryReason": "Found in the city research pass through Le360.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T18:00:00.000Z"
  },
  {
    "id": "curated:doublei",
    "name": "DOUBLE I",
    "aliases": [],
    "entityType": "rapper",
    "image": {
      "url": "https://2025.boulevard.ma/wp-content/uploads/sites/5/2025/09/doubleI.jpg",
      "source": "Le360",
      "originalUrl": "https://fr.le360.ma/culture/tremplin-lboulevard-2025-la-liste-des-groupes-devoilee-le-rap-en-tete-daffiche_BC527MXJ7ZGEBDPAVNI4ERS5HQ/"
    },
    "city": "Meknes",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 86,
    "sceneEvidence": [
      {
        "type": "festival",
        "strength": "medium",
        "description": "Selected for L'Boulevard 2025; generic stage name kept catalog-free to avoid an identity collision.",
        "url": "https://fr.le360.ma/culture/tremplin-lboulevard-2025-la-liste-des-groupes-devoilee-le-rap-en-tete-daffiche_BC527MXJ7ZGEBDPAVNI4ERS5HQ/",
        "sourceTitle": "L'Boulevard 2025 Tremplin rap selection"
      }
    ],
    "discography": [],
    "links": {
      "officialWebsite": "https://fr.le360.ma/culture/tremplin-lboulevard-2025-la-liste-des-groupes-devoilee-le-rap-en-tete-daffiche_BC527MXJ7ZGEBDPAVNI4ERS5HQ/"
    },
    "researchSources": [
      {
        "title": "L'Boulevard 2025 Tremplin rap selection",
        "url": "https://fr.le360.ma/culture/tremplin-lboulevard-2025-la-liste-des-groupes-devoilee-le-rap-en-tete-daffiche_BC527MXJ7ZGEBDPAVNI4ERS5HQ/",
        "type": "festival",
        "publisher": "Le360"
      }
    ],
    "researchNotes": "Selected for L'Boulevard 2025; generic stage name kept catalog-free to avoid an identity collision.",
    "discoveryPass": "city",
    "discoveryReason": "Selected for L'Boulevard 2025; generic stage name kept catalog-free to avoid an identity collision.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T18:00:00.000Z"
  },
  {
    "id": "curated:lkaryanist",
    "name": "LKaryanist",
    "aliases": [],
    "entityType": "rapper",
    "image": {
      "url": "https://2024.boulevard.ma/wp-content/uploads/sites/4/2023/09/Lkaryanist.png",
      "source": "L'Boulevard",
      "originalUrl": "https://2024.boulevard.ma/tremplin-2024/"
    },
    "city": "Agadir",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 91,
    "sceneEvidence": [
      {
        "type": "festival",
        "strength": "strong",
        "description": "L'Boulevard documents LKaryanist within Morocco's rap ecosystem, connected to Agadir.",
        "url": "https://2024.boulevard.ma/tremplin-2024/",
        "sourceTitle": "L'Boulevard 2024 Tremplin artists"
      }
    ],
    "discography": [
      {
        "title": "Dossier K7al",
        "type": "mixtape",
        "year": 2014,
        "source": "https://2024.boulevard.ma/tremplin-2024/"
      },
      {
        "title": "Archive",
        "type": "mixtape",
        "year": 2017,
        "source": "https://2024.boulevard.ma/tremplin-2024/"
      }
    ],
    "links": {
      "officialWebsite": "https://2024.boulevard.ma/tremplin-2024/"
    },
    "researchSources": [
      {
        "title": "L'Boulevard 2024 Tremplin artists",
        "url": "https://2024.boulevard.ma/tremplin-2024/",
        "type": "festival",
        "publisher": "L'Boulevard"
      }
    ],
    "researchNotes": "Included through direct scene research; nationality alone was not used as the decision rule.",
    "discoveryPass": "city",
    "discoveryReason": "Found in the city research pass through L'Boulevard.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T18:00:00.000Z",
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "LKARYANIST"
      ],
      "disposition": "existing",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    }
  },
  {
    "id": "curated:nflow",
    "name": "NFLOW",
    "aliases": [],
    "entityType": "rapper",
    "image": {
      "url": "https://2024.boulevard.ma/wp-content/uploads/sites/4/2023/09/Nflow.png",
      "source": "L'Boulevard",
      "originalUrl": "https://2024.boulevard.ma/tremplin-2024/"
    },
    "city": "Casablanca",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 89,
    "sceneEvidence": [
      {
        "type": "festival",
        "strength": "medium",
        "description": "L'Boulevard documents NFLOW within Morocco's rap ecosystem, connected to Casablanca.",
        "url": "https://2024.boulevard.ma/tremplin-2024/",
        "sourceTitle": "L'Boulevard 2024 Tremplin artists"
      }
    ],
    "discography": [
      {
        "title": "Sueno",
        "type": "single",
        "year": 2024,
        "source": "https://2024.boulevard.ma/tremplin-2024/"
      },
      {
        "title": "Dead Red Redemption",
        "type": "single",
        "year": 2024,
        "source": "https://2024.boulevard.ma/tremplin-2024/"
      }
    ],
    "links": {
      "officialWebsite": "https://2024.boulevard.ma/tremplin-2024/"
    },
    "researchSources": [
      {
        "title": "L'Boulevard 2024 Tremplin artists",
        "url": "https://2024.boulevard.ma/tremplin-2024/",
        "type": "festival",
        "publisher": "L'Boulevard"
      }
    ],
    "researchNotes": "Included through direct scene research; nationality alone was not used as the decision rule.",
    "discoveryPass": "city",
    "discoveryReason": "Found in the city research pass through L'Boulevard.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T18:00:00.000Z"
  },
  {
    "id": "curated:libreman",
    "name": "Libre Man",
    "aliases": [],
    "entityType": "rapper",
    "image": {
      "url": "https://2024.boulevard.ma/wp-content/uploads/sites/4/2023/09/LibreMan.png",
      "source": "L'Boulevard",
      "originalUrl": "https://2024.boulevard.ma/tremplin-2024/"
    },
    "city": "Meknes",
    "country": "Morocco",
    "collectives": [
      "Kalam Al Sah Family"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 88,
    "sceneEvidence": [
      {
        "type": "festival",
        "strength": "medium",
        "description": "L'Boulevard documents Libre Man within Morocco's rap ecosystem, connected to Meknes.",
        "url": "https://2024.boulevard.ma/tremplin-2024/",
        "sourceTitle": "L'Boulevard 2024 Tremplin artists"
      }
    ],
    "discography": [],
    "links": {
      "officialWebsite": "https://2024.boulevard.ma/tremplin-2024/"
    },
    "researchSources": [
      {
        "title": "L'Boulevard 2024 Tremplin artists",
        "url": "https://2024.boulevard.ma/tremplin-2024/",
        "type": "festival",
        "publisher": "L'Boulevard"
      }
    ],
    "researchNotes": "Included through direct scene research; nationality alone was not used as the decision rule.",
    "discoveryPass": "city",
    "discoveryReason": "Found in the city research pass through L'Boulevard.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T18:00:00.000Z"
  },
  {
    "id": "curated:les777",
    "name": "Le.S777",
    "aliases": [],
    "entityType": "rapper",
    "image": {
      "url": "https://2024.boulevard.ma/wp-content/uploads/sites/4/2023/09/LeS777.png",
      "source": "L'Boulevard",
      "originalUrl": "https://2024.boulevard.ma/tremplin-2024/"
    },
    "city": "Casablanca",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 87,
    "sceneEvidence": [
      {
        "type": "festival",
        "strength": "medium",
        "description": "L'Boulevard documents Le.S777 within Morocco's rap ecosystem, connected to Casablanca.",
        "url": "https://2024.boulevard.ma/tremplin-2024/",
        "sourceTitle": "L'Boulevard 2024 Tremplin artists"
      }
    ],
    "discography": [],
    "links": {
      "officialWebsite": "https://2024.boulevard.ma/tremplin-2024/"
    },
    "researchSources": [
      {
        "title": "L'Boulevard 2024 Tremplin artists",
        "url": "https://2024.boulevard.ma/tremplin-2024/",
        "type": "festival",
        "publisher": "L'Boulevard"
      }
    ],
    "researchNotes": "Included through direct scene research; nationality alone was not used as the decision rule.",
    "discoveryPass": "city",
    "discoveryReason": "Found in the city research pass through L'Boulevard.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T18:00:00.000Z"
  },
  {
    "id": "curated:kadir",
    "name": "Kadir",
    "aliases": [],
    "entityType": "rapper",
    "image": {
      "url": "https://2024.boulevard.ma/wp-content/uploads/sites/4/2023/09/Kadir.png",
      "source": "L'Boulevard",
      "originalUrl": "https://2024.boulevard.ma/tremplin-2024/"
    },
    "city": "Laayoune",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 90,
    "sceneEvidence": [
      {
        "type": "festival",
        "strength": "strong",
        "description": "Discovered through the L'Boulevard city pass and a documented Hassani rap performance.",
        "url": "https://2024.boulevard.ma/tremplin-2024/",
        "sourceTitle": "L'Boulevard 2024 Tremplin artists"
      }
    ],
    "discography": [],
    "links": {
      "officialWebsite": "https://2024.boulevard.ma/tremplin-2024/"
    },
    "researchSources": [
      {
        "title": "L'Boulevard 2024 Tremplin artists",
        "url": "https://2024.boulevard.ma/tremplin-2024/",
        "type": "festival",
        "publisher": "L'Boulevard"
      }
    ],
    "researchNotes": "Discovered through the L'Boulevard city pass and a documented Hassani rap performance.",
    "discoveryPass": "city",
    "discoveryReason": "Discovered through the L'Boulevard city pass and a documented Hassani rap performance.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T18:00:00.000Z"
  },
  {
    "id": "curated:dahardy",
    "name": "Da Hardy",
    "aliases": [],
    "entityType": "rapper",
    "image": {
      "url": "https://2024.boulevard.ma/wp-content/uploads/sites/4/2023/09/Dahardy.png",
      "source": "L'Boulevard",
      "originalUrl": "https://2024.boulevard.ma/tremplin-2024/"
    },
    "city": "Casablanca",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 88,
    "sceneEvidence": [
      {
        "type": "festival",
        "strength": "medium",
        "description": "L'Boulevard documents Da Hardy within Morocco's rap ecosystem, connected to Casablanca.",
        "url": "https://2024.boulevard.ma/tremplin-2024/",
        "sourceTitle": "L'Boulevard 2024 Tremplin artists"
      }
    ],
    "discography": [
      {
        "title": "GHIDORAH",
        "type": "single",
        "year": 2024,
        "source": "https://2024.boulevard.ma/tremplin-2024/"
      }
    ],
    "links": {
      "officialWebsite": "https://2024.boulevard.ma/tremplin-2024/"
    },
    "researchSources": [
      {
        "title": "L'Boulevard 2024 Tremplin artists",
        "url": "https://2024.boulevard.ma/tremplin-2024/",
        "type": "festival",
        "publisher": "L'Boulevard"
      }
    ],
    "researchNotes": "Included through direct scene research; nationality alone was not used as the decision rule.",
    "discoveryPass": "city",
    "discoveryReason": "Found in the city research pass through L'Boulevard.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T18:00:00.000Z"
  },
  {
    "id": "curated:thomas",
    "name": "Thomas",
    "aliases": [],
    "entityType": "rapper",
    "image": {
      "url": "https://2024.boulevard.ma/wp-content/uploads/sites/4/2023/09/Thomas.jpg",
      "source": "L'Boulevard",
      "originalUrl": "https://2024.boulevard.ma/tremplin-2024/"
    },
    "city": "Sale",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 85,
    "sceneEvidence": [
      {
        "type": "festival",
        "strength": "medium",
        "description": "Festival and city evidence is strong; release matching is withheld because the name is collision-prone.",
        "url": "https://2024.boulevard.ma/tremplin-2024/",
        "sourceTitle": "L'Boulevard 2024 Tremplin artists"
      }
    ],
    "discography": [],
    "links": {
      "officialWebsite": "https://2024.boulevard.ma/tremplin-2024/"
    },
    "researchSources": [
      {
        "title": "L'Boulevard 2024 Tremplin artists",
        "url": "https://2024.boulevard.ma/tremplin-2024/",
        "type": "festival",
        "publisher": "L'Boulevard"
      }
    ],
    "researchNotes": "Festival and city evidence is strong; release matching is withheld because the name is collision-prone.",
    "discoveryPass": "city",
    "discoveryReason": "Festival and city evidence is strong; release matching is withheld because the name is collision-prone.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T18:00:00.000Z"
  },
  {
    "id": "curated:mehdiblackwind",
    "name": "Mehdi Black Wind",
    "aliases": [],
    "entityType": "rapper",
    "image": {
      "url": "https://2025.boulevard.ma/wp-content/uploads/sites/5/2024/08/MEHDI_BLACK_WIND.jpg",
      "source": "L'Boulevard",
      "originalUrl": "https://2025.boulevard.ma/artistes/mehdi-black-wind/"
    },
    "city": "Sale",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 91,
    "sceneEvidence": [
      {
        "type": "festival",
        "strength": "strong",
        "description": "L'Boulevard documents Mehdi Black Wind within Morocco's rap ecosystem, connected to Sale.",
        "url": "https://2025.boulevard.ma/artistes/mehdi-black-wind/",
        "sourceTitle": "Mehdi Black Wind: L'Boulevard artist profile"
      }
    ],
    "discography": [],
    "links": {
      "officialWebsite": "https://2025.boulevard.ma/artistes/mehdi-black-wind/"
    },
    "researchSources": [
      {
        "title": "Mehdi Black Wind: L'Boulevard artist profile",
        "url": "https://2025.boulevard.ma/artistes/mehdi-black-wind/",
        "type": "festival",
        "publisher": "L'Boulevard"
      }
    ],
    "researchNotes": "Included through direct scene research; nationality alone was not used as the decision rule.",
    "discoveryPass": "city",
    "discoveryReason": "Found in the city research pass through L'Boulevard.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T18:00:00.000Z",
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Mehdi Black Wind"
      ],
      "disposition": "existing",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    }
  },
  {
    "id": "curated:gamehdi",
    "name": "Gamehdi",
    "aliases": [],
    "entityType": "rapper",
    "image": null,
    "city": "Rabat",
    "country": "Morocco",
    "collectives": [
      "Piranha Labo"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 93,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "strong",
        "description": "Piranha Labo documents Gamehdi within Morocco's rap ecosystem, connected to Rabat.",
        "url": "https://piranha-labo.com/",
        "sourceTitle": "Piranha Labo official collective history and roster"
      }
    ],
    "discography": [],
    "links": {
      "officialWebsite": "https://piranha-labo.com/"
    },
    "researchSources": [
      {
        "title": "Piranha Labo official collective history and roster",
        "url": "https://piranha-labo.com/",
        "type": "official",
        "publisher": "Piranha Labo"
      }
    ],
    "researchNotes": "Included through direct scene research; nationality alone was not used as the decision rule.",
    "discoveryPass": "collective",
    "discoveryReason": "Found in the collective research pass through Piranha Labo.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T18:00:00.000Z"
  },
  {
    "id": "curated:netro",
    "name": "Netro",
    "aliases": [],
    "entityType": "rapper",
    "image": null,
    "city": "Sale",
    "country": "Morocco",
    "collectives": [
      "Piranha Labo"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 91,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "strong",
        "description": "Piranha Labo documents Netro within Morocco's rap ecosystem, connected to Sale.",
        "url": "https://piranha-labo.com/",
        "sourceTitle": "Piranha Labo official collective history and roster"
      }
    ],
    "discography": [],
    "links": {
      "officialWebsite": "https://piranha-labo.com/"
    },
    "researchSources": [
      {
        "title": "Piranha Labo official collective history and roster",
        "url": "https://piranha-labo.com/",
        "type": "official",
        "publisher": "Piranha Labo"
      }
    ],
    "researchNotes": "Included through direct scene research; nationality alone was not used as the decision rule.",
    "discoveryPass": "collective",
    "discoveryReason": "Found in the collective research pass through Piranha Labo.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T18:00:00.000Z"
  },
  {
    "id": "curated:c4",
    "name": "C4",
    "aliases": [],
    "entityType": "rapper",
    "image": null,
    "city": "Sale",
    "country": "Morocco",
    "collectives": [
      "Piranha Labo"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 88,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "medium",
        "description": "Piranha Labo documents C4 within Morocco's rap ecosystem, connected to Sale.",
        "url": "https://piranha-labo.com/",
        "sourceTitle": "Piranha Labo official collective history and roster"
      }
    ],
    "discography": [],
    "links": {
      "officialWebsite": "https://piranha-labo.com/"
    },
    "researchSources": [
      {
        "title": "Piranha Labo official collective history and roster",
        "url": "https://piranha-labo.com/",
        "type": "official",
        "publisher": "Piranha Labo"
      }
    ],
    "researchNotes": "Included through direct scene research; nationality alone was not used as the decision rule.",
    "discoveryPass": "collective",
    "discoveryReason": "Found in the collective research pass through Piranha Labo.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T18:00:00.000Z"
  },
  {
    "id": "curated:nab",
    "name": "N.A.B",
    "aliases": [],
    "entityType": "rapper",
    "image": null,
    "city": "Sale",
    "country": "Morocco",
    "collectives": [
      "Piranha Labo"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 88,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "medium",
        "description": "Piranha Labo documents N.A.B within Morocco's rap ecosystem, connected to Sale.",
        "url": "https://piranha-labo.com/",
        "sourceTitle": "Piranha Labo official collective history and roster"
      }
    ],
    "discography": [],
    "links": {
      "officialWebsite": "https://piranha-labo.com/"
    },
    "researchSources": [
      {
        "title": "Piranha Labo official collective history and roster",
        "url": "https://piranha-labo.com/",
        "type": "official",
        "publisher": "Piranha Labo"
      }
    ],
    "researchNotes": "Included through direct scene research; nationality alone was not used as the decision rule.",
    "discoveryPass": "collective",
    "discoveryReason": "Found in the collective research pass through Piranha Labo.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T18:00:00.000Z"
  },
  {
    "id": "curated:nor",
    "name": "N.O.R",
    "aliases": [],
    "entityType": "rapper",
    "image": null,
    "city": "Sale",
    "country": "Morocco",
    "collectives": [
      "Piranha Labo"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 87,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "medium",
        "description": "Piranha Labo documents N.O.R within Morocco's rap ecosystem, connected to Sale.",
        "url": "https://piranha-labo.com/",
        "sourceTitle": "Piranha Labo official collective history and roster"
      }
    ],
    "discography": [],
    "links": {
      "officialWebsite": "https://piranha-labo.com/"
    },
    "researchSources": [
      {
        "title": "Piranha Labo official collective history and roster",
        "url": "https://piranha-labo.com/",
        "type": "official",
        "publisher": "Piranha Labo"
      }
    ],
    "researchNotes": "Included through direct scene research; nationality alone was not used as the decision rule.",
    "discoveryPass": "collective",
    "discoveryReason": "Found in the collective research pass through Piranha Labo.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T18:00:00.000Z"
  },
  {
    "id": "curated:za3im",
    "name": "Za3im",
    "aliases": [],
    "entityType": "rapper",
    "image": null,
    "city": "Sale",
    "country": "Morocco",
    "collectives": [
      "Piranha Labo"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 87,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "medium",
        "description": "Piranha Labo documents Za3im within Morocco's rap ecosystem, connected to Sale.",
        "url": "https://piranha-labo.com/",
        "sourceTitle": "Piranha Labo official collective history and roster"
      }
    ],
    "discography": [],
    "links": {
      "officialWebsite": "https://piranha-labo.com/"
    },
    "researchSources": [
      {
        "title": "Piranha Labo official collective history and roster",
        "url": "https://piranha-labo.com/",
        "type": "official",
        "publisher": "Piranha Labo"
      }
    ],
    "researchNotes": "Included through direct scene research; nationality alone was not used as the decision rule.",
    "discoveryPass": "collective",
    "discoveryReason": "Found in the collective research pass through Piranha Labo.",
    "addedAt": "2026-08-25T18:00:00.000Z",
    "lastChecked": "2026-08-25T18:00:00.000Z"
  },
  {
    "id": "curated:shr",
    "name": "Shr",
    "aliases": [
      "shr"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5ebed8324f61bd130199c67e9db",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/31G6pp1Vk8pLxASeTsGRCp",
      "sourceUrl": "https://open.spotify.com/artist/31G6pp1Vk8pLxASeTsGRCp",
      "needsReview": false
    },
    "city": "Guelmim",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "rising",
    "moroccanSceneScore": 75,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "medium",
        "description": "The artist's official Spotify biography describes him as born in Ouarzazate and raised in Guelmim and places his catalog in Moroccan rap playlists.",
        "url": "https://open.spotify.com/artist/31G6pp1Vk8pLxASeTsGRCp",
        "sourceTitle": "open.spotify.com"
      }
    ],
    "discography": [
      {
        "title": "CORTISOL",
        "type": "ep",
        "year": 2024,
        "source": "https://music.apple.com/us/artist/shr/1662021097",
        "sources": [
          "https://music.apple.com/us/artist/shr/1662021097"
        ],
        "creditType": "primary"
      },
      {
        "title": "LA PHASE DE CHUTE",
        "type": "ep",
        "year": 2025,
        "source": "https://music.apple.com/us/artist/shr/1662021097",
        "sources": [
          "https://music.apple.com/us/artist/shr/1662021097"
        ],
        "creditType": "primary"
      },
      {
        "title": "Épiphanie",
        "type": "single",
        "year": 2025,
        "source": "https://music.apple.com/us/artist/shr/1662021097",
        "sources": [
          "https://music.apple.com/us/artist/shr/1662021097"
        ],
        "creditType": "primary"
      },
      {
        "title": "Anniversaire bleu",
        "type": "ep",
        "year": 2026,
        "source": "https://music.apple.com/us/artist/shr/1662021097",
        "sources": [
          "https://music.apple.com/us/artist/shr/1662021097"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/artist/31G6pp1Vk8pLxASeTsGRCp",
      "appleMusic": "https://music.apple.com/us/artist/shr/1662021097",
      "officialWebsite": "https://open.spotify.com/artist/31G6pp1Vk8pLxASeTsGRCp"
    },
    "researchSources": [
      {
        "title": "Shr public artist profile",
        "url": "https://open.spotify.com/artist/31G6pp1Vk8pLxASeTsGRCp",
        "type": "music_database",
        "publisher": "Spotify"
      },
      {
        "title": "Shr research",
        "url": "https://music.apple.com/us/artist/shr/1662021097",
        "type": "music_database",
        "publisher": "music.apple.com"
      },
      {
        "title": "Shr research",
        "url": "https://dimatopmagazine.com/hip-hub/top-picks/dimatop-awards-2025/",
        "type": "moroccan_media",
        "publisher": "dimatopmagazine.com"
      }
    ],
    "researchNotes": "Exact official music profiles, a location-specific biography and Moroccan rap editorial context establish a unique scene identity.",
    "externalIds": {
      "spotify": "31G6pp1Vk8pLxASeTsGRCp",
      "appleMusic": "1662021097"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "shr"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Exact official music profiles, a location-specific biography and Moroccan rap editorial context establish a unique scene identity.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:pica",
    "name": "PICA",
    "aliases": [
      "PICA94",
      "Pica"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5ebce88f569bedecf7f0942c458",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/4csxE1ylVFhLQXmI1HPSIu",
      "sourceUrl": "https://open.spotify.com/artist/4csxE1ylVFhLQXmI1HPSIu",
      "needsReview": false
    },
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 75,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "medium",
        "description": "DON MOUNÉEE's official Hyperfollow for DRACULA (feat. PICA) links the music video under the handle @PICA94, directly connecting PICA and PICA94.",
        "url": "https://distrokid.com/hyperfollow/donmounee/dracula-feat-pica",
        "sourceTitle": "distrokid.com"
      },
      {
        "type": "media",
        "strength": "medium",
        "description": "DimaTOP's Moroccan rap industry voter page lists Pica94 among scene artists.",
        "url": "https://dimatopmagazine.com/voters/",
        "sourceTitle": "dimatopmagazine.com"
      },
      {
        "type": "media",
        "strength": "strong",
        "description": "DON MOUNÉEE's DistroKid release is titled DRACULA feat. PICA and names the official video guest @PICA94, proving the alias pair on one release.",
        "url": "https://distrokid.com/hyperfollow/donmounee/dracula-feat-pica",
        "sourceTitle": "distrokid.com"
      },
      {
        "type": "media",
        "strength": "strong",
        "description": "DimaTOP lists Pica94 among the Moroccan rappers/industry voters in its documented panel.",
        "url": "https://dimatopmagazine.com/voters/",
        "sourceTitle": "dimatopmagazine.com"
      }
    ],
    "discography": [
      {
        "title": "9o min",
        "type": "single",
        "year": 2022,
        "source": "https://music.apple.com/fr/album/9o-min-feat-pica94-single/1616000012",
        "sources": [
          "https://music.apple.com/fr/album/9o-min-feat-pica94-single/1616000012"
        ],
        "creditType": "feature"
      },
      {
        "title": "MANGEKYO",
        "type": "single",
        "year": 2024,
        "source": "https://music.apple.com/ma/artist/pica/1577572045",
        "sources": [
          "https://music.apple.com/ma/artist/pica/1577572045"
        ],
        "creditType": "feature"
      },
      {
        "title": "DRACULA",
        "type": "unknown",
        "year": 2024,
        "source": "https://distrokid.com/hyperfollow/donmounee/dracula-feat-pica",
        "sources": [
          "https://distrokid.com/hyperfollow/donmounee/dracula-feat-pica"
        ],
        "creditType": "primary"
      },
      {
        "title": "TYPE II",
        "type": "single",
        "year": 2025,
        "source": "https://distrokid.com/hyperfollow/ixel/type-ii-feat-pica--family-first",
        "sources": [
          "https://distrokid.com/hyperfollow/ixel/type-ii-feat-pica--family-first"
        ],
        "creditType": "feature"
      },
      {
        "title": "999.9",
        "type": "track",
        "year": null,
        "source": "https://lirik.web.id/p/pica94/lirik-lagu-pica94-999-9/",
        "sources": [
          "https://lirik.web.id/p/pica94/lirik-lagu-pica94-999-9/"
        ],
        "creditType": "primary"
      },
      {
        "title": "MAYDWKHOUKCH",
        "type": "track",
        "year": 2025,
        "source": "https://music.apple.com/fr/artist/pica/1819072263",
        "sources": [
          "https://music.apple.com/fr/artist/pica/1819072263"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "appleMusic": "https://music.apple.com/ma/artist/pica/1577572045",
      "officialWebsite": "https://distrokid.com/hyperfollow/donmounee/dracula-feat-pica",
      "spotify": "https://open.spotify.com/artist/4csxE1ylVFhLQXmI1HPSIu"
    },
    "researchSources": [
      {
        "title": "PICA research",
        "url": "https://distrokid.com/hyperfollow/donmounee/dracula-feat-pica",
        "type": "official",
        "publisher": "distrokid.com"
      },
      {
        "title": "PICA research",
        "url": "https://distrokid.com/hyperfollow/ixel/type-ii-feat-pica--family-first",
        "type": "official",
        "publisher": "distrokid.com"
      },
      {
        "title": "PICA research",
        "url": "https://dimatopmagazine.com/voters/",
        "type": "moroccan_media",
        "publisher": "dimatopmagazine.com"
      },
      {
        "title": "PICA research",
        "url": "https://music.apple.com/ma/artist/pica/1577572045",
        "type": "music_database",
        "publisher": "music.apple.com"
      },
      {
        "title": "PICA research",
        "url": "https://music.apple.com/de/artist/pica94/1616000013",
        "type": "music_database",
        "publisher": "music.apple.com"
      },
      {
        "title": "PICA research",
        "url": "https://music.apple.com/fr/album/9o-min-feat-pica94-single/1616000012",
        "type": "music_database",
        "publisher": "music.apple.com"
      },
      {
        "title": "PICA research",
        "url": "https://music.apple.com/fr/artist/pica/1819072263",
        "type": "music_database",
        "publisher": "music.apple.com"
      },
      {
        "title": "PICA public artist profile",
        "url": "https://open.spotify.com/artist/4csxE1ylVFhLQXmI1HPSIu",
        "type": "music_database",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "PICA is absent from the 71-record snapshot. The current PICA credit, legacy Pica94 credit, @PICA94 channel handle and same collaborator network establish one artist. The later candidate PICA must merge into this record.",
    "externalIds": {
      "appleMusic": "1577572045",
      "spotify": "4csxE1ylVFhLQXmI1HPSIu"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "pica94",
        "PICA"
      ],
      "disposition": "existing",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "PICA is absent from the 71-record snapshot. The current PICA credit, legacy Pica94 credit, @PICA94 channel handle and same collaborator network establish one artist. The later candidate PICA must merge into this record.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:blan",
    "name": "BLAN",
    "aliases": [
      "blan"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5ebcab98771ec2322d1079701b0",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/3cId3JdsevaCZJ4Vc4gC7G",
      "sourceUrl": "https://open.spotify.com/artist/3cId3JdsevaCZJ4Vc4gC7G",
      "needsReview": false
    },
    "city": "Rabat",
    "country": "Morocco",
    "collectives": [
      "3assifa",
      "Fake Gang"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "rising",
    "moroccanSceneScore": 75,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "medium",
        "description": "The exact Spotify artist biography says BLAN was born and raised in Rabat and identifies his 3assifa and Fake Gang affiliations.",
        "url": "https://open.spotify.com/artist/3cId3JdsevaCZJ4Vc4gC7G",
        "sourceTitle": "open.spotify.com"
      }
    ],
    "discography": [
      {
        "title": "Al Mansour AdDahbi",
        "type": "ep",
        "year": 2024,
        "source": "https://music.apple.com/us/artist/blan/1776416661",
        "sources": [
          "https://music.apple.com/us/artist/blan/1776416661"
        ],
        "creditType": "primary"
      },
      {
        "title": "Shank",
        "type": "ep",
        "year": 2025,
        "source": "https://music.apple.com/us/artist/blan/1776416661",
        "sources": [
          "https://music.apple.com/us/artist/blan/1776416661"
        ],
        "creditType": "primary"
      },
      {
        "title": "BGHAW Y9ETLOUNI",
        "type": "single",
        "year": 2025,
        "source": "https://music.apple.com/us/artist/blan/1776416661",
        "sources": [
          "https://music.apple.com/us/artist/blan/1776416661"
        ],
        "creditType": "primary"
      },
      {
        "title": "BEYOND",
        "type": "single",
        "year": 2025,
        "source": "https://music.apple.com/us/artist/blan/1776416661",
        "sources": [
          "https://music.apple.com/us/artist/blan/1776416661"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/artist/3cId3JdsevaCZJ4Vc4gC7G",
      "appleMusic": "https://music.apple.com/us/artist/blan/1776416661",
      "officialWebsite": "https://open.spotify.com/artist/3cId3JdsevaCZJ4Vc4gC7G"
    },
    "researchSources": [
      {
        "title": "BLAN public artist profile",
        "url": "https://open.spotify.com/artist/3cId3JdsevaCZJ4Vc4gC7G",
        "type": "music_database",
        "publisher": "Spotify"
      },
      {
        "title": "BLAN research",
        "url": "https://music.apple.com/us/artist/blan/1776416661",
        "type": "music_database",
        "publisher": "music.apple.com"
      }
    ],
    "researchNotes": "An exact location biography, collectives and matching catalog distinguish this BLAN from international namesakes.",
    "externalIds": {
      "spotify": "3cId3JdsevaCZJ4Vc4gC7G",
      "appleMusic": "1776416661"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "blan"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "An exact location biography, collectives and matching catalog distinguish this BLAN from international namesakes.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:msawebhakka",
    "name": "Msaweb Hakka",
    "aliases": [
      "Msawb Hakka"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://is1-ssl.mzstatic.com/image/thumb/Music116/v4/11/c3/f1/11c3f11c-39b2-fddf-28c5-68be0cbccd81/artwork.jpg/1200x630cw.png",
      "source": "Apple Music artist profile",
      "originalUrl": "https://music.apple.com/fr/artist/msaweb-hakka/1600240864",
      "sourceUrl": "https://music.apple.com/fr/artist/msaweb-hakka/1600240864",
      "needsReview": false
    },
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 75,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "medium",
        "description": "The exact Apple/Shazam artist identity has a sustained Darija-titled rap catalog and appears in the same documented Moroccan new-wave network as other confirmed candidates.",
        "url": "https://music.apple.com/fr/artist/msaweb-hakka/1600240864",
        "sourceTitle": "music.apple.com"
      },
      {
        "type": "media",
        "strength": "medium",
        "description": "DimaTOP's Moroccan rap voter list independently includes the artist spelling used by the scene.",
        "url": "https://dimatopmagazine.com/voters/",
        "sourceTitle": "dimatopmagazine.com"
      }
    ],
    "discography": [
      {
        "title": "Chapter 2: Band Of Msaww",
        "type": "album",
        "year": 2023,
        "source": "https://music.apple.com/fr/artist/msaweb-hakka/1600240864",
        "sources": [
          "https://music.apple.com/fr/artist/msaweb-hakka/1600240864"
        ],
        "creditType": "primary"
      },
      {
        "title": "Leêjb V",
        "type": "album",
        "year": 2024,
        "source": "https://music.apple.com/fr/artist/msaweb-hakka/1600240864",
        "sources": [
          "https://music.apple.com/fr/artist/msaweb-hakka/1600240864"
        ],
        "creditType": "primary"
      },
      {
        "title": "MSAWWJI",
        "type": "album",
        "year": 2025,
        "source": "https://open.spotify.com/album/0dfytM4hEkDPs0bU8xGu0O",
        "sources": [
          "https://open.spotify.com/album/0dfytM4hEkDPs0bU8xGu0O"
        ],
        "creditType": "primary"
      },
      {
        "title": "Kesh+Moucha",
        "type": "single",
        "year": 2025,
        "source": "https://open.spotify.com/track/5ROnVXz0rGkPlDmJ8oltUX",
        "sources": [
          "https://open.spotify.com/track/5ROnVXz0rGkPlDmJ8oltUX"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "appleMusic": "https://music.apple.com/fr/artist/msaweb-hakka/1600240864",
      "officialWebsite": "https://music.apple.com/fr/artist/msaweb-hakka/1600240864"
    },
    "researchSources": [
      {
        "title": "Msaweb Hakka public artist profile",
        "url": "https://music.apple.com/fr/artist/msaweb-hakka/1600240864",
        "type": "music_database",
        "publisher": "Apple Music"
      },
      {
        "title": "Msaweb Hakka research",
        "url": "https://www.shazam.com/fr-fr/artist/msaweb-hakka/1600240864",
        "type": "music_database",
        "publisher": "shazam.com"
      },
      {
        "title": "Msaweb Hakka research",
        "url": "https://open.spotify.com/track/5ROnVXz0rGkPlDmJ8oltUX",
        "type": "music_database",
        "publisher": "open.spotify.com"
      },
      {
        "title": "Msaweb Hakka research",
        "url": "https://open.spotify.com/album/0dfytM4hEkDPs0bU8xGu0O",
        "type": "music_database",
        "publisher": "open.spotify.com"
      },
      {
        "title": "Msaweb Hakka research",
        "url": "https://dimatopmagazine.com/voters/",
        "type": "moroccan_media",
        "publisher": "dimatopmagazine.com"
      }
    ],
    "researchNotes": "Exact service IDs, multiple releases and Moroccan rap-industry inclusion establish a legitimate underground artist; the official service spelling is Msaweb Hakka.",
    "externalIds": {
      "appleMusic": "1600240864"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "msawb hakka"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Exact service IDs, multiple releases and Moroccan rap-industry inclusion establish a legitimate underground artist; the official service spelling is Msaweb Hakka.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:ixel",
    "name": "IXEL",
    "aliases": [
      "ixel"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5ebb26fc3539ef2d883bc107a06",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/1WbM4VNJKEqokdznxEoW4I",
      "sourceUrl": "https://open.spotify.com/artist/1WbM4VNJKEqokdznxEoW4I",
      "needsReview": false
    },
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 75,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "medium",
        "description": "IXEL is independently listed by DimaTOP's Moroccan rap voters and releases with PICA and Family First.",
        "url": "https://dimatopmagazine.com/voters/",
        "sourceTitle": "dimatopmagazine.com"
      },
      {
        "type": "media",
        "strength": "medium",
        "description": "The official distributor page verifies IXEL as primary artist on TYPE II with PICA and Family First.",
        "url": "https://distrokid.com/hyperfollow/ixel/type-ii-feat-pica--family-first",
        "sourceTitle": "distrokid.com"
      }
    ],
    "discography": [
      {
        "title": "TYPE II",
        "type": "single",
        "year": 2025,
        "source": "https://distrokid.com/hyperfollow/ixel/type-ii-feat-pica--family-first",
        "sources": [
          "https://distrokid.com/hyperfollow/ixel/type-ii-feat-pica--family-first"
        ],
        "creditType": "primary"
      },
      {
        "title": "Mashakil komme Shaquillekom",
        "type": "single",
        "year": 2025,
        "source": "https://music.apple.com/us/artist/ixel/1579195860",
        "sources": [
          "https://music.apple.com/us/artist/ixel/1579195860"
        ],
        "creditType": "primary"
      },
      {
        "title": "IXELOGIC 3",
        "type": "single",
        "year": 2026,
        "source": "https://music.apple.com/us/artist/ixel/1579195860",
        "sources": [
          "https://music.apple.com/us/artist/ixel/1579195860"
        ],
        "creditType": "primary"
      },
      {
        "title": "LOST 3",
        "type": "single",
        "year": 2026,
        "source": "https://music.apple.com/us/artist/ixel/1579195860",
        "sources": [
          "https://music.apple.com/us/artist/ixel/1579195860"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "appleMusic": "https://music.apple.com/us/artist/ixel/1579195860",
      "officialWebsite": "https://music.apple.com/us/artist/ixel/1579195860",
      "spotify": "https://open.spotify.com/artist/1WbM4VNJKEqokdznxEoW4I"
    },
    "researchSources": [
      {
        "title": "IXEL research",
        "url": "https://music.apple.com/us/artist/ixel/1579195860",
        "type": "music_database",
        "publisher": "music.apple.com"
      },
      {
        "title": "IXEL research",
        "url": "https://distrokid.com/hyperfollow/ixel/type-ii-feat-pica--family-first",
        "type": "official",
        "publisher": "distrokid.com"
      },
      {
        "title": "IXEL research",
        "url": "https://dimatopmagazine.com/voters/",
        "type": "moroccan_media",
        "publisher": "dimatopmagazine.com"
      },
      {
        "title": "IXEL public artist profile",
        "url": "https://open.spotify.com/artist/1WbM4VNJKEqokdznxEoW4I",
        "type": "music_database",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Exact service catalog plus documented collaborations with confirmed Moroccan underground artists establish identity and scene participation.",
    "externalIds": {
      "appleMusic": "1579195860",
      "spotify": "1WbM4VNJKEqokdznxEoW4I"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "ixel"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Exact service catalog plus documented collaborations with confirmed Moroccan underground artists establish identity and scene participation.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:donmouneee",
    "name": "DON MOUNÉEE",
    "aliases": [
      "DON MOUNÉE"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://is1-ssl.mzstatic.com/image/thumb/AMCArtistImages211/v4/f2/85/06/f2850683-ed41-80b9-8d92-f89942fd70b4/file_cropped.png/1200x630cw.png",
      "source": "Apple Music artist profile",
      "originalUrl": "https://music.apple.com/fr/artist/don-moun%C3%A9ee/1627969452",
      "sourceUrl": "https://music.apple.com/fr/artist/don-moun%C3%A9ee/1627969452",
      "needsReview": false
    },
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 75,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "medium",
        "description": "DimaTOP includes Don Mouneee in its Moroccan rap voter network, and the official DRACULA distributor page ties him to PICA/PICA94.",
        "url": "https://dimatopmagazine.com/voters/",
        "sourceTitle": "dimatopmagazine.com"
      },
      {
        "type": "media",
        "strength": "medium",
        "description": "Official distributor metadata verifies DON MOUNÉEE as primary artist and PICA as featured artist on DRACULA.",
        "url": "https://distrokid.com/hyperfollow/donmounee/dracula-feat-pica",
        "sourceTitle": "distrokid.com"
      }
    ],
    "discography": [
      {
        "title": "Punto DI Partenza",
        "type": "album",
        "year": 2023,
        "source": "https://music.apple.com/fr/artist/don-moun%C3%A9ee/1627969452",
        "sources": [
          "https://music.apple.com/fr/artist/don-moun%C3%A9ee/1627969452"
        ],
        "creditType": "primary"
      },
      {
        "title": "GLOSSOPHOBIA",
        "type": "single",
        "year": 2024,
        "source": "https://music.apple.com/fr/artist/don-moun%C3%A9ee/1627969452",
        "sources": [
          "https://music.apple.com/fr/artist/don-moun%C3%A9ee/1627969452"
        ],
        "creditType": "primary"
      },
      {
        "title": "DRACULA",
        "type": "single",
        "year": 2024,
        "source": "https://distrokid.com/hyperfollow/donmounee/dracula-feat-pica",
        "sources": [
          "https://distrokid.com/hyperfollow/donmounee/dracula-feat-pica"
        ],
        "creditType": "primary"
      },
      {
        "title": "BILLY THE KID",
        "type": "ep",
        "year": 2025,
        "source": "https://music.apple.com/fr/artist/don-moun%C3%A9ee/1627969452",
        "sources": [
          "https://music.apple.com/fr/artist/don-moun%C3%A9ee/1627969452"
        ],
        "creditType": "primary"
      },
      {
        "title": "L3ARSS",
        "type": "single",
        "year": 2025,
        "source": "https://music.apple.com/fr/artist/don-moun%C3%A9ee/1627969452",
        "sources": [
          "https://music.apple.com/fr/artist/don-moun%C3%A9ee/1627969452"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "appleMusic": "https://music.apple.com/fr/artist/don-moun%C3%A9ee/1627969452",
      "officialWebsite": "https://music.apple.com/fr/artist/don-moun%C3%A9ee/1627969452"
    },
    "researchSources": [
      {
        "title": "DON MOUNÉEE public artist profile",
        "url": "https://music.apple.com/fr/artist/don-moun%C3%A9ee/1627969452",
        "type": "music_database",
        "publisher": "Apple Music"
      },
      {
        "title": "DON MOUNÉEE research",
        "url": "https://distrokid.com/hyperfollow/donmounee/dracula-feat-pica",
        "type": "official",
        "publisher": "distrokid.com"
      },
      {
        "title": "DON MOUNÉEE research",
        "url": "https://dimatopmagazine.com/voters/",
        "type": "moroccan_media",
        "publisher": "dimatopmagazine.com"
      }
    ],
    "researchNotes": "Exact artist profile, sustained catalog and confirmed PICA/Family First network place him in the Moroccan underground scene.",
    "externalIds": {
      "appleMusic": "1627969452"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "don mounee"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Exact artist profile, sustained catalog and confirmed PICA/Family First network place him in the Moroccan underground scene.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:mcpilote",
    "name": "MC PILOTE",
    "aliases": [
      "mc pilote"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://is1-ssl.mzstatic.com/image/thumb/Music211/v4/c6/77/0f/c6770f81-f112-5650-32fd-e0504afb0390/artwork.jpg/1200x630cw.png",
      "source": "Apple Music artist profile",
      "originalUrl": "https://music.apple.com/jp/artist/mc-pilote/1727853401",
      "sourceUrl": "https://music.apple.com/jp/artist/mc-pilote/1727853401",
      "needsReview": false
    },
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 75,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "medium",
        "description": "The exact catalog connects MC PILOTE with Moroccan underground collective/artist Family First on LARGO.",
        "url": "https://music.apple.com/it/album/largo-feat-family-first-single/1827815164",
        "sourceTitle": "music.apple.com"
      }
    ],
    "discography": [
      {
        "title": "T∆LIB∆N",
        "type": "single",
        "year": 2024,
        "source": "https://music.apple.com/jp/artist/mc-pilote/1727853401",
        "sources": [
          "https://music.apple.com/jp/artist/mc-pilote/1727853401"
        ],
        "creditType": "primary"
      },
      {
        "title": "WISDOM",
        "type": "single",
        "year": 2025,
        "source": "https://music.apple.com/jp/artist/mc-pilote/1727853401",
        "sources": [
          "https://music.apple.com/jp/artist/mc-pilote/1727853401"
        ],
        "creditType": "primary"
      },
      {
        "title": "LARGO",
        "type": "single",
        "year": 2025,
        "source": "https://music.apple.com/it/album/largo-feat-family-first-single/1827815164",
        "sources": [
          "https://music.apple.com/it/album/largo-feat-family-first-single/1827815164"
        ],
        "creditType": "primary"
      },
      {
        "title": "K2",
        "type": "ep",
        "year": 2026,
        "source": "https://music.apple.com/jp/artist/mc-pilote/1727853401",
        "sources": [
          "https://music.apple.com/jp/artist/mc-pilote/1727853401"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "appleMusic": "https://music.apple.com/jp/artist/mc-pilote/1727853401",
      "officialWebsite": "https://music.apple.com/jp/artist/mc-pilote/1727853401"
    },
    "researchSources": [
      {
        "title": "MC PILOTE public artist profile",
        "url": "https://music.apple.com/jp/artist/mc-pilote/1727853401",
        "type": "music_database",
        "publisher": "Apple Music"
      },
      {
        "title": "MC PILOTE research",
        "url": "https://music.apple.com/it/album/largo-feat-family-first-single/1827815164",
        "type": "music_database",
        "publisher": "music.apple.com"
      },
      {
        "title": "MC PILOTE research",
        "url": "https://music.apple.com/us/artist/family-first/1725393541",
        "type": "music_database",
        "publisher": "music.apple.com"
      }
    ],
    "researchNotes": "Matching releases and a verified Family First collaboration distinguish the intended Moroccan underground rapper.",
    "externalIds": {
      "appleMusic": "1727853401"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "mc pilote"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Matching releases and a verified Family First collaboration distinguish the intended Moroccan underground rapper.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:lmltm",
    "name": "LMLTM",
    "aliases": [
      "lmltm"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eb7780a8d1753919bb4b0bf47f",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/intl-fr/artist/0uKwNVVupedJeBbIuvXBG2",
      "sourceUrl": "https://open.spotify.com/intl-fr/artist/0uKwNVVupedJeBbIuvXBG2",
      "needsReview": false
    },
    "city": "Casablanca",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "rising",
    "moroccanSceneScore": 75,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "medium",
        "description": "The official Spotify biography identifies LMLTM with Casablanca, while Big Plan Records includes him in its Moroccan roster.",
        "url": "https://open.spotify.com/intl-fr/artist/0uKwNVVupedJeBbIuvXBG2",
        "sourceTitle": "open.spotify.com"
      },
      {
        "type": "media",
        "strength": "medium",
        "description": "Big Plan Records' official site lists LMLTM among its artists.",
        "url": "https://www.bigplanrecords.com/en",
        "sourceTitle": "bigplanrecords.com"
      }
    ],
    "discography": [
      {
        "title": "Chaos",
        "type": "album",
        "year": 2023,
        "source": "https://open.spotify.com/intl-fr/artist/0uKwNVVupedJeBbIuvXBG2",
        "sources": [
          "https://open.spotify.com/intl-fr/artist/0uKwNVVupedJeBbIuvXBG2"
        ],
        "creditType": "primary"
      },
      {
        "title": "Before The Ep",
        "type": "ep",
        "year": 2024,
        "source": "https://open.spotify.com/intl-fr/artist/0uKwNVVupedJeBbIuvXBG2",
        "sources": [
          "https://open.spotify.com/intl-fr/artist/0uKwNVVupedJeBbIuvXBG2"
        ],
        "creditType": "primary"
      },
      {
        "title": "3 Days Without Chaos",
        "type": "ep",
        "year": 2025,
        "source": "https://open.spotify.com/intl-fr/artist/0uKwNVVupedJeBbIuvXBG2",
        "sources": [
          "https://open.spotify.com/intl-fr/artist/0uKwNVVupedJeBbIuvXBG2"
        ],
        "creditType": "primary"
      },
      {
        "title": "Just Feel Me",
        "type": "album",
        "year": 2026,
        "source": "https://open.spotify.com/intl-fr/artist/0uKwNVVupedJeBbIuvXBG2",
        "sources": [
          "https://open.spotify.com/intl-fr/artist/0uKwNVVupedJeBbIuvXBG2"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/intl-fr/artist/0uKwNVVupedJeBbIuvXBG2",
      "instagram": "https://instagram.com/lmltm_csm",
      "officialWebsite": "https://open.spotify.com/intl-fr/artist/0uKwNVVupedJeBbIuvXBG2"
    },
    "researchSources": [
      {
        "title": "LMLTM public artist profile",
        "url": "https://open.spotify.com/intl-fr/artist/0uKwNVVupedJeBbIuvXBG2",
        "type": "music_database",
        "publisher": "Spotify"
      },
      {
        "title": "LMLTM research",
        "url": "https://www.bigplanrecords.com/en",
        "type": "secondary",
        "publisher": "bigplanrecords.com"
      },
      {
        "title": "LMLTM research",
        "url": "https://dimatopmagazine.com/voters/",
        "type": "moroccan_media",
        "publisher": "dimatopmagazine.com"
      }
    ],
    "researchNotes": "Official biography, Casablanca location, label roster and catalog establish a unique Moroccan rap artist.",
    "externalIds": {
      "spotify": "0uKwNVVupedJeBbIuvXBG2",
      "instagram": "lmltm_csm"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "lmltm"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Official biography, Casablanca location, label roster and catalog establish a unique Moroccan rap artist.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:mevan",
    "name": "Mevan",
    "aliases": [
      "mevan"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5ebed1a6b646ff30152c94f0e89",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/intl-fr/artist/0pu6ai3pb2R2cRUAxv4RNH",
      "sourceUrl": "https://open.spotify.com/intl-fr/artist/0pu6ai3pb2R2cRUAxv4RNH",
      "needsReview": false
    },
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 75,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "medium",
        "description": "The exact Shazam/Amazon catalog contains Darija-titled rap releases and appears alongside Moroccan artists in Big Plan's official playlist.",
        "url": "https://www.shazam.com/artist/mevan/1759932973",
        "sourceTitle": "shazam.com"
      },
      {
        "type": "media",
        "strength": "medium",
        "description": "Big Plan Records' playlist provides an independent Moroccan-label context for Mevan's releases.",
        "url": "https://open.spotify.com/embed/playlist/1HqnlyafoU6AXQpR31BM4u",
        "sourceTitle": "open.spotify.com"
      }
    ],
    "discography": [
      {
        "title": "Ka3i",
        "type": "single",
        "year": 2023,
        "source": "https://music.amazon.com/artists/B08BR591X6/mevan",
        "sources": [
          "https://music.amazon.com/artists/B08BR591X6/mevan"
        ],
        "creditType": "primary"
      },
      {
        "title": "CASABLANCA",
        "type": "single",
        "year": 2024,
        "source": "https://www.shazam.com/artist/mevan/1759932973",
        "sources": [
          "https://www.shazam.com/artist/mevan/1759932973"
        ],
        "creditType": "primary"
      },
      {
        "title": "Antidote",
        "type": "ep",
        "year": 2024,
        "source": "https://www.shazam.com/artist/mevan/1759932973",
        "sources": [
          "https://www.shazam.com/artist/mevan/1759932973"
        ],
        "creditType": "primary"
      },
      {
        "title": "La Trace",
        "type": "single",
        "year": 2025,
        "source": "https://www.shazam.com/artist/mevan/1759932973",
        "sources": [
          "https://www.shazam.com/artist/mevan/1759932973"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "officialWebsite": "https://www.shazam.com/artist/mevan/1759932973",
      "spotify": "https://open.spotify.com/intl-fr/artist/0pu6ai3pb2R2cRUAxv4RNH"
    },
    "researchSources": [
      {
        "title": "Mevan research",
        "url": "https://www.shazam.com/artist/mevan/1759932973",
        "type": "music_database",
        "publisher": "shazam.com"
      },
      {
        "title": "Mevan research",
        "url": "https://music.amazon.com/artists/B08BR591X6/mevan",
        "type": "secondary",
        "publisher": "music.amazon.com"
      },
      {
        "title": "Mevan research",
        "url": "https://open.spotify.com/embed/playlist/1HqnlyafoU6AXQpR31BM4u",
        "type": "music_database",
        "publisher": "open.spotify.com"
      },
      {
        "title": "Mevan public artist profile",
        "url": "https://open.spotify.com/intl-fr/artist/0pu6ai3pb2R2cRUAxv4RNH",
        "type": "music_database",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "A consistent exact catalog and Moroccan label/playlist network support addition, while location and image remain deliberately unset.",
    "externalIds": {
      "spotify": "0pu6ai3pb2R2cRUAxv4RNH"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "mevan"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "A consistent exact catalog and Moroccan label/playlist network support addition, while location and image remain deliberately unset.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:kira7",
    "name": "Kira7",
    "aliases": [
      "KIRA7"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://is1-ssl.mzstatic.com/image/thumb/Music116/v4/19/18/49/191849b5-659a-2fcb-c724-2feba21cc29f/artwork.jpg/1200x630cw.png",
      "source": "Apple Music artist profile",
      "originalUrl": "https://music.apple.com/es/artist/kira7/1529814676",
      "sourceUrl": "https://music.apple.com/es/artist/kira7/1529814676",
      "needsReview": false
    },
    "city": "Rabat",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "rising",
    "moroccanSceneScore": 75,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "medium",
        "description": "Biographical coverage identifies Kira7 as Abdellah Skalante, born in Rabat, while the L'Boulevard program independently places Kira7 in Morocco's live rap scene.",
        "url": "https://www.last.fm/music/Kira7",
        "sourceTitle": "last.fm"
      },
      {
        "type": "festival",
        "strength": "medium",
        "description": "Kira7 appears in the official L'Boulevard festival program.",
        "url": "https://2023.boulevard.ma/wp-content/uploads/sites/3/2023/09/LIVRET-PROG-BVD23-FR.pdf",
        "sourceTitle": "2023.boulevard.ma"
      }
    ],
    "discography": [
      {
        "title": "HISOKA",
        "type": "album",
        "year": 2022,
        "source": "https://music.apple.com/es/artist/kira7/1529814676",
        "sources": [
          "https://music.apple.com/es/artist/kira7/1529814676"
        ],
        "creditType": "primary"
      },
      {
        "title": "ALLO",
        "type": "ep",
        "year": 2023,
        "source": "https://music.apple.com/es/artist/kira7/1529814676",
        "sources": [
          "https://music.apple.com/es/artist/kira7/1529814676"
        ],
        "creditType": "primary"
      },
      {
        "title": "XYZ",
        "type": "album",
        "year": 2024,
        "source": "https://music.apple.com/es/artist/kira7/1529814676",
        "sources": [
          "https://music.apple.com/es/artist/kira7/1529814676"
        ],
        "creditType": "primary"
      },
      {
        "title": "BEFORE ZERO7",
        "type": "album",
        "year": 2025,
        "source": "https://music.apple.com/es/artist/kira7/1529814676",
        "sources": [
          "https://music.apple.com/es/artist/kira7/1529814676"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "appleMusic": "https://music.apple.com/es/artist/kira7/1529814676",
      "officialWebsite": "https://www.last.fm/music/Kira7"
    },
    "researchSources": [
      {
        "title": "Kira7 research",
        "url": "https://www.last.fm/music/Kira7",
        "type": "secondary",
        "publisher": "last.fm"
      },
      {
        "title": "Kira7 research",
        "url": "https://www.shazam.com/en-us/artist/kira7/1529814676",
        "type": "music_database",
        "publisher": "shazam.com"
      },
      {
        "title": "Kira7 public artist profile",
        "url": "https://music.apple.com/es/artist/kira7/1529814676",
        "type": "music_database",
        "publisher": "Apple Music"
      },
      {
        "title": "Kira7 research",
        "url": "https://2023.boulevard.ma/wp-content/uploads/sites/3/2023/09/LIVRET-PROG-BVD23-FR.pdf",
        "type": "festival",
        "publisher": "2023.boulevard.ma"
      },
      {
        "title": "Kira7 research",
        "url": "https://dimatopmagazine.com/voters/",
        "type": "moroccan_media",
        "publisher": "dimatopmagazine.com"
      }
    ],
    "researchNotes": "The exact long-running catalog, Rabat biography, DimaTOP inclusion and L'Boulevard booking establish the intended Moroccan rapper.",
    "externalIds": {
      "appleMusic": "1529814676"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "kira7"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "The exact long-running catalog, Rabat biography, DimaTOP inclusion and L'Boulevard booking establish the intended Moroccan rapper.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:m3ks",
    "name": "M3ks",
    "aliases": [
      "M3KS"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://music.apple.com/assets/meta/apple-music.png",
      "source": "Apple Music artist profile",
      "originalUrl": "https://music.apple.com/us/artist/m3ks/1607538972",
      "sourceUrl": "https://music.apple.com/us/artist/m3ks/1607538972",
      "needsReview": false
    },
    "city": "Rabat",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 75,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "medium",
        "description": "The artist-maintained Slaps profile identifies M3ks as Zakaria Sassi from Rabat and links his YouTube and Instagram.",
        "url": "https://slaps.com/user/M3KS",
        "sourceTitle": "slaps.com"
      },
      {
        "type": "media",
        "strength": "medium",
        "description": "DimaTOP's Moroccan rap voter page independently lists M3ks.",
        "url": "https://dimatopmagazine.com/voters/",
        "sourceTitle": "dimatopmagazine.com"
      }
    ],
    "discography": [
      {
        "title": "Post Freestyle 3",
        "type": "single",
        "source": "https://music.apple.com/us/artist/m3ks/1607538972",
        "sources": [
          "https://music.apple.com/us/artist/m3ks/1607538972"
        ],
        "creditType": "primary"
      },
      {
        "title": "CALCULATRICE",
        "type": "single",
        "source": "https://music.apple.com/us/artist/m3ks/1607538972",
        "sources": [
          "https://music.apple.com/us/artist/m3ks/1607538972"
        ],
        "creditType": "primary"
      },
      {
        "title": "Flama",
        "type": "single",
        "source": "https://www.shazam.com/artist/m3ks/1529919281",
        "sources": [
          "https://www.shazam.com/artist/m3ks/1529919281"
        ],
        "creditType": "primary"
      },
      {
        "title": "Cheville",
        "type": "single",
        "year": 2025,
        "source": "https://music.apple.com/us/artist/m3ks/1607538972",
        "sources": [
          "https://music.apple.com/us/artist/m3ks/1607538972"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "appleMusic": "https://music.apple.com/us/artist/m3ks/1607538972",
      "youtube": "https://youtube.com/channel/UC1xgNyazt64-5pOl_5i1Fgw/videos",
      "instagram": "https://instagram.com/m3ks11",
      "officialWebsite": "https://slaps.com/user/M3KS"
    },
    "researchSources": [
      {
        "title": "M3ks research",
        "url": "https://slaps.com/user/M3KS",
        "type": "secondary",
        "publisher": "slaps.com"
      },
      {
        "title": "M3ks research",
        "url": "https://youtube.com/channel/UC1xgNyazt64-5pOl_5i1Fgw/videos",
        "type": "official",
        "publisher": "youtube.com"
      },
      {
        "title": "M3ks research",
        "url": "https://instagram.com/m3ks11",
        "type": "official",
        "publisher": "instagram.com"
      },
      {
        "title": "M3ks public artist profile",
        "url": "https://music.apple.com/us/artist/m3ks/1607538972",
        "type": "music_database",
        "publisher": "Apple Music"
      },
      {
        "title": "M3ks research",
        "url": "https://www.shazam.com/artist/m3ks/1529919281",
        "type": "music_database",
        "publisher": "shazam.com"
      },
      {
        "title": "M3ks research",
        "url": "https://dimatopmagazine.com/voters/",
        "type": "moroccan_media",
        "publisher": "dimatopmagazine.com"
      }
    ],
    "researchNotes": "An artist profile with real name, Rabat location and official socials plus matching service IDs and Moroccan media inclusion resolves the identity.",
    "externalIds": {
      "appleMusic": "1607538972",
      "youtubeChannel": "UC1xgNyazt64-5pOl_5i1Fgw",
      "instagram": "m3ks11"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "m3ks"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "An artist profile with real name, Rabat location and official socials plus matching service IDs and Moroccan media inclusion resolves the identity.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:shaw",
    "name": "Shaw",
    "aliases": [
      "shaw"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5ebeba870c302dc65a376f6846f",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/22XDOoz1O9YU6Ekq5FEcK1",
      "sourceUrl": "https://open.spotify.com/artist/22XDOoz1O9YU6Ekq5FEcK1",
      "needsReview": false
    },
    "city": "Laayoune",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "major",
    "moroccanSceneScore": 75,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "medium",
        "description": "The official Spotify biography identifies Shaw as a Moroccan Amazigh rapper born in Sefrou, raised in Laayoune, performing in Darija and later moving to France.",
        "url": "https://open.spotify.com/artist/22XDOoz1O9YU6Ekq5FEcK1",
        "sourceTitle": "open.spotify.com"
      },
      {
        "type": "media",
        "strength": "medium",
        "description": "DimaTOP Awards coverage recognizes Shaw's Moroccan scene breakthrough.",
        "url": "https://dimatopmagazine.com/hip-hub/top-picks/dimatop-awards-2025/",
        "sourceTitle": "dimatopmagazine.com"
      }
    ],
    "discography": [
      {
        "title": "CAPHARNAÜM",
        "type": "album",
        "year": 2022,
        "source": "https://open.spotify.com/artist/22XDOoz1O9YU6Ekq5FEcK1",
        "sources": [
          "https://open.spotify.com/artist/22XDOoz1O9YU6Ekq5FEcK1"
        ],
        "creditType": "primary"
      },
      {
        "title": "BLÉDARD",
        "type": "album",
        "year": 2024,
        "source": "https://open.spotify.com/artist/22XDOoz1O9YU6Ekq5FEcK1",
        "sources": [
          "https://open.spotify.com/artist/22XDOoz1O9YU6Ekq5FEcK1"
        ],
        "creditType": "primary"
      },
      {
        "title": "BLÉDARD Deluxe",
        "type": "album",
        "year": 2024,
        "source": "https://open.spotify.com/artist/22XDOoz1O9YU6Ekq5FEcK1",
        "sources": [
          "https://open.spotify.com/artist/22XDOoz1O9YU6Ekq5FEcK1"
        ],
        "creditType": "primary"
      },
      {
        "title": "TAF TAF",
        "type": "single",
        "year": 2025,
        "source": "https://open.spotify.com/artist/22XDOoz1O9YU6Ekq5FEcK1",
        "sources": [
          "https://open.spotify.com/artist/22XDOoz1O9YU6Ekq5FEcK1"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/artist/22XDOoz1O9YU6Ekq5FEcK1",
      "instagram": "https://instagram.com/shawofficiel",
      "officialWebsite": "https://open.spotify.com/artist/22XDOoz1O9YU6Ekq5FEcK1"
    },
    "researchSources": [
      {
        "title": "Shaw public artist profile",
        "url": "https://open.spotify.com/artist/22XDOoz1O9YU6Ekq5FEcK1",
        "type": "music_database",
        "publisher": "Spotify"
      },
      {
        "title": "Shaw research",
        "url": "https://instagram.com/shawofficiel",
        "type": "official",
        "publisher": "instagram.com"
      },
      {
        "title": "Shaw research",
        "url": "https://dimatopmagazine.com/hip-hub/top-picks/dimatop-awards-2025/",
        "type": "moroccan_media",
        "publisher": "dimatopmagazine.com"
      }
    ],
    "researchNotes": "Despite later residence in France, Shaw's origin, Darija catalog and direct recognition in Moroccan rap media establish meaningful participation in the Moroccan scene.",
    "externalIds": {
      "spotify": "22XDOoz1O9YU6Ekq5FEcK1",
      "instagram": "shawofficiel"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "shaw"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Despite later residence in France, Shaw's origin, Darija catalog and direct recognition in Moroccan rap media establish meaningful participation in the Moroccan scene.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:tchubi",
    "name": "Tchubi",
    "aliases": [
      "Tchubi"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eb29c4f2641401c6b9a9563dae",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/4ouJcIm4Q12DGd0FpPSXO1",
      "sourceUrl": "https://open.spotify.com/artist/4ouJcIm4Q12DGd0FpPSXO1",
      "needsReview": false
    },
    "city": "Rabat",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "rising",
    "moroccanSceneScore": 75,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "medium",
        "description": "Jazzablanca's official artist page presents Tchubi as a Rabat rapper in Morocco's contemporary scene.",
        "url": "https://www.jazzablanca.com/artistes/tchubi",
        "sourceTitle": "jazzablanca.com"
      },
      {
        "type": "media",
        "strength": "medium",
        "description": "Qobuz provides an independent matching artist biography and catalog.",
        "url": "https://www.qobuz.com/fr-fr/interpreter/tchubi/12238101",
        "sourceTitle": "qobuz.com"
      }
    ],
    "discography": [
      {
        "title": "FtourmeaTchubi vol1",
        "type": "album",
        "year": 2021,
        "source": "https://music.apple.com/us/artist/tchubi/1530749150",
        "sources": [
          "https://music.apple.com/us/artist/tchubi/1530749150"
        ],
        "creditType": "primary"
      },
      {
        "title": "S7OUR",
        "type": "single",
        "year": 2023,
        "source": "https://music.apple.com/us/artist/tchubi/1530749150",
        "sources": [
          "https://music.apple.com/us/artist/tchubi/1530749150"
        ],
        "creditType": "primary"
      },
      {
        "title": "DIARY OF A DEAD MAN",
        "type": "album",
        "year": 2024,
        "source": "https://music.apple.com/us/artist/tchubi/1530749150",
        "sources": [
          "https://music.apple.com/us/artist/tchubi/1530749150"
        ],
        "creditType": "primary"
      },
      {
        "title": "Alive Session",
        "type": "ep",
        "year": 2025,
        "source": "https://music.apple.com/us/artist/tchubi/1530749150",
        "sources": [
          "https://music.apple.com/us/artist/tchubi/1530749150"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/artist/4ouJcIm4Q12DGd0FpPSXO1",
      "appleMusic": "https://music.apple.com/us/artist/tchubi/1530749150",
      "officialWebsite": "https://www.jazzablanca.com/artistes/tchubi"
    },
    "researchSources": [
      {
        "title": "Tchubi research",
        "url": "https://www.jazzablanca.com/artistes/tchubi",
        "type": "secondary",
        "publisher": "jazzablanca.com"
      },
      {
        "title": "Tchubi research",
        "url": "https://www.qobuz.com/fr-fr/interpreter/tchubi/12238101",
        "type": "music_database",
        "publisher": "qobuz.com"
      },
      {
        "title": "Tchubi public artist profile",
        "url": "https://open.spotify.com/artist/4ouJcIm4Q12DGd0FpPSXO1",
        "type": "music_database",
        "publisher": "Spotify"
      },
      {
        "title": "Tchubi research",
        "url": "https://music.apple.com/us/artist/tchubi/1530749150",
        "type": "music_database",
        "publisher": "music.apple.com"
      }
    ],
    "researchNotes": "Official Moroccan festival coverage, Rabat identification and exact music profiles establish the intended artist.",
    "externalIds": {
      "spotify": "4ouJcIm4Q12DGd0FpPSXO1",
      "appleMusic": "1530749150"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Tchubi"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Official Moroccan festival coverage, Rabat identification and exact music profiles establish the intended artist.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:s13",
    "name": "S13",
    "aliases": [
      "S13"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://f2.hespress.com/wp-content/overlay/2025/11/s-rappeur.jpg?v2",
      "source": "Named artist article/profile",
      "originalUrl": "https://fr.hespress.com/451367-s13-larchitecte-sonore-qui-faconne-le-futur-du-rap-marocain.html",
      "sourceUrl": "https://fr.hespress.com/451367-s13-larchitecte-sonore-qui-faconne-le-futur-du-rap-marocain.html",
      "needsReview": true
    },
    "city": "Tangier",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "rising",
    "moroccanSceneScore": 75,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "medium",
        "description": "Hespress profiles S13 as a Tangier producer and creative director shaping the future of Moroccan rap.",
        "url": "https://fr.hespress.com/451367-s13-larchitecte-sonore-qui-faconne-le-futur-du-rap-marocain.html",
        "sourceTitle": "fr.hespress.com"
      },
      {
        "type": "media",
        "strength": "medium",
        "description": "DimaTOP Awards coverage documents his current Moroccan rap collaborations.",
        "url": "https://dimatopmagazine.com/hip-hub/top-picks/dimatop-awards-2025/",
        "sourceTitle": "dimatopmagazine.com"
      }
    ],
    "discography": [
      {
        "title": "The Plug",
        "type": "ep",
        "year": 2025,
        "source": "https://music.apple.com/us/album/the-plug-ep/1855670139",
        "sources": [
          "https://music.apple.com/us/album/the-plug-ep/1855670139"
        ],
        "creditType": "primary"
      },
      {
        "title": "BlackBerry",
        "type": "single",
        "year": 2025,
        "source": "https://fr.hespress.com/451367-s13-larchitecte-sonore-qui-faconne-le-futur-du-rap-marocain.html",
        "sources": [
          "https://fr.hespress.com/451367-s13-larchitecte-sonore-qui-faconne-le-futur-du-rap-marocain.html"
        ],
        "creditType": "primary"
      },
      {
        "title": "Code 13",
        "type": "single",
        "year": 2025,
        "source": "https://dimatopmagazine.com/hip-hub/top-picks/dimatop-awards-2025/",
        "sources": [
          "https://dimatopmagazine.com/hip-hub/top-picks/dimatop-awards-2025/"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "officialWebsite": "https://fr.hespress.com/451367-s13-larchitecte-sonore-qui-faconne-le-futur-du-rap-marocain.html"
    },
    "researchSources": [
      {
        "title": "S13 public artist profile",
        "url": "https://fr.hespress.com/451367-s13-larchitecte-sonore-qui-faconne-le-futur-du-rap-marocain.html",
        "type": "official",
        "publisher": "Apple Music"
      },
      {
        "title": "S13 research",
        "url": "https://dimatopmagazine.com/hip-hub/top-picks/dimatop-awards-2025/",
        "type": "moroccan_media",
        "publisher": "dimatopmagazine.com"
      },
      {
        "title": "S13 research",
        "url": "https://music.apple.com/us/album/the-plug-ep/1855670139",
        "type": "music_database",
        "publisher": "music.apple.com"
      }
    ],
    "researchNotes": "A strong Moroccan press profile and specific local collaborations establish S13 as a legitimate producer/creative artist in scope. Do not import unrelated same-name catalog entries.",
    "externalIds": {},
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "S13"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "A strong Moroccan press profile and specific local collaborations establish S13 as a legitimate producer/creative artist in scope. Do not import unrelated same-name catalog entries.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:deimi",
    "name": "DEIMI",
    "aliases": [
      "DEIMI"
    ],
    "entityType": "rapper",
    "image": {
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      "source": "Apple Music artist profile",
      "originalUrl": "https://music.apple.com/us/artist/deimi/1587502567",
      "sourceUrl": "https://music.apple.com/us/artist/deimi/1587502567",
      "needsReview": false
    },
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "rising",
    "moroccanSceneScore": 75,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "medium",
        "description": "DimaTOP's Moroccan music critics cover DEIMI's 3ab9or and the Awards nominate Kaporal while documenting Code 13.",
        "url": "https://dimatopmagazine.com/music-critics/top-10-songs-3ab9or/",
        "sourceTitle": "dimatopmagazine.com"
      },
      {
        "type": "media",
        "strength": "medium",
        "description": "DimaTOP Awards provides independent scene recognition and collaborator context.",
        "url": "https://dimatopmagazine.com/hip-hub/top-picks/dimatop-awards-2025/",
        "sourceTitle": "dimatopmagazine.com"
      }
    ],
    "discography": [
      {
        "title": "Tramadol",
        "type": "single",
        "year": 2021,
        "source": "https://music.apple.com/us/artist/deimi/1587502567",
        "sources": [
          "https://music.apple.com/us/artist/deimi/1587502567"
        ],
        "creditType": "primary"
      },
      {
        "title": "Wa7id L'9arn",
        "type": "single",
        "year": 2024,
        "source": "https://music.apple.com/us/artist/deimi/1587502567",
        "sources": [
          "https://music.apple.com/us/artist/deimi/1587502567"
        ],
        "creditType": "primary"
      },
      {
        "title": "Data Breach",
        "type": "ep",
        "year": 2025,
        "source": "https://music.apple.com/us/artist/deimi/1587502567",
        "sources": [
          "https://music.apple.com/us/artist/deimi/1587502567"
        ],
        "creditType": "primary"
      },
      {
        "title": "Kaporal",
        "type": "single",
        "year": 2025,
        "source": "https://music.apple.com/us/song/1795526857",
        "sources": [
          "https://music.apple.com/us/song/1795526857"
        ],
        "creditType": "primary"
      },
      {
        "title": "Code 13",
        "type": "single",
        "year": 2025,
        "source": "https://dimatopmagazine.com/hip-hub/top-picks/dimatop-awards-2025/",
        "sources": [
          "https://dimatopmagazine.com/hip-hub/top-picks/dimatop-awards-2025/"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
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      "officialWebsite": "https://music.apple.com/us/artist/deimi/1587502567"
    },
    "researchSources": [
      {
        "title": "DEIMI public artist profile",
        "url": "https://music.apple.com/us/artist/deimi/1587502567",
        "type": "music_database",
        "publisher": "Apple Music"
      },
      {
        "title": "DEIMI research",
        "url": "https://music.apple.com/us/song/1795526857",
        "type": "music_database",
        "publisher": "music.apple.com"
      },
      {
        "title": "DEIMI research",
        "url": "https://dimatopmagazine.com/music-critics/top-10-songs-3ab9or/",
        "type": "moroccan_media",
        "publisher": "dimatopmagazine.com"
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      {
        "title": "DEIMI research",
        "url": "https://dimatopmagazine.com/hip-hub/top-picks/dimatop-awards-2025/",
        "type": "moroccan_media",
        "publisher": "dimatopmagazine.com"
      }
    ],
    "researchNotes": "Exact music-service catalog plus repeated Moroccan critical and award coverage establish a current scene artist.",
    "externalIds": {
      "appleMusic": "1587502567"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "DEIMI"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Exact music-service catalog plus repeated Moroccan critical and award coverage establish a current scene artist.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:plylist",
    "name": "PLYLIST",
    "aliases": [
      "Plylist"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eb33fe147c8e635d6411a964d3",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/3s2IJ6our3HssoUtzDd4QW",
      "sourceUrl": "https://open.spotify.com/artist/3s2IJ6our3HssoUtzDd4QW",
      "needsReview": false
    },
    "city": "Casablanca",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 75,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "medium",
        "description": "Le360 profiles PLYLIST in Casablanca and discusses his trajectory in Moroccan rap.",
        "url": "https://ar.le360.ma/people/180128/",
        "sourceTitle": "ar.le360.ma"
      }
    ],
    "discography": [
      {
        "title": "Lili",
        "type": "single",
        "year": 2021,
        "source": "https://music.apple.com/kw/artist/plylist/1557493178",
        "sources": [
          "https://music.apple.com/kw/artist/plylist/1557493178"
        ],
        "creditType": "primary"
      },
      {
        "title": "Annani",
        "type": "single",
        "year": 2023,
        "source": "https://music.apple.com/kw/artist/plylist/1557493178",
        "sources": [
          "https://music.apple.com/kw/artist/plylist/1557493178"
        ],
        "creditType": "primary"
      },
      {
        "title": "Maktoubi",
        "type": "single",
        "year": 2024,
        "source": "https://music.apple.com/kw/artist/plylist/1557493178",
        "sources": [
          "https://music.apple.com/kw/artist/plylist/1557493178"
        ],
        "creditType": "primary"
      },
      {
        "title": "Love Chronicles",
        "type": "album",
        "year": 2025,
        "source": "https://music.apple.com/kw/artist/plylist/1557493178",
        "sources": [
          "https://music.apple.com/kw/artist/plylist/1557493178"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/artist/3s2IJ6our3HssoUtzDd4QW",
      "appleMusic": "https://music.apple.com/kw/artist/plylist/1557493178",
      "instagram": "https://instagram.com/plylist_",
      "officialWebsite": "https://ar.le360.ma/people/180128/"
    },
    "researchSources": [
      {
        "title": "PLYLIST research",
        "url": "https://ar.le360.ma/people/180128/",
        "type": "moroccan_media",
        "publisher": "ar.le360.ma"
      },
      {
        "title": "PLYLIST public artist profile",
        "url": "https://open.spotify.com/artist/3s2IJ6our3HssoUtzDd4QW",
        "type": "music_database",
        "publisher": "Spotify"
      },
      {
        "title": "PLYLIST research",
        "url": "https://music.apple.com/kw/artist/plylist/1557493178",
        "type": "music_database",
        "publisher": "music.apple.com"
      },
      {
        "title": "PLYLIST research",
        "url": "https://instagram.com/plylist_",
        "type": "official",
        "publisher": "instagram.com"
      }
    ],
    "researchNotes": "Casablanca press coverage, official social link and exact catalog resolve the stylized common-looking name.",
    "externalIds": {
      "spotify": "3s2IJ6our3HssoUtzDd4QW",
      "appleMusic": "1557493178",
      "instagram": "plylist_"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "PLYLIST"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Casablanca press coverage, official social link and exact catalog resolve the stylized common-looking name.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:lferda",
    "name": "LFERDA",
    "aliases": [
      "Lferda"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eb70c1aebce8c86432be628f9c",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/0bmKQDkU4J3gUykZS8tb6v",
      "sourceUrl": "https://open.spotify.com/artist/0bmKQDkU4J3gUykZS8tb6v",
      "needsReview": false
    },
    "city": "Casablanca",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 75,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "medium",
        "description": "MusicBrainz identifies LFERDA as a Casablanca, Morocco artist and connects the same official social/music identities.",
        "url": "https://musicbrainz.org/artist/933ac650-8913-433d-a56c-deb1470a8b9b",
        "sourceTitle": "musicbrainz.org"
      }
    ],
    "discography": [
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        "title": "CAUCHEMAR",
        "type": "album",
        "year": 2019,
        "source": "https://music.apple.com/tr/artist/lferda/1270001873",
        "sources": [
          "https://music.apple.com/tr/artist/lferda/1270001873"
        ],
        "creditType": "primary"
      },
      {
        "title": "Tonton",
        "type": "single",
        "year": 2021,
        "source": "https://music.apple.com/tr/artist/lferda/1270001873",
        "sources": [
          "https://music.apple.com/tr/artist/lferda/1270001873"
        ],
        "creditType": "primary"
      },
      {
        "title": "Cagoulé",
        "type": "single",
        "year": 2022,
        "source": "https://music.apple.com/tr/artist/lferda/1270001873",
        "sources": [
          "https://music.apple.com/tr/artist/lferda/1270001873"
        ],
        "creditType": "primary"
      },
      {
        "title": "2x1",
        "type": "album",
        "year": 2024,
        "source": "https://music.apple.com/tr/artist/lferda/1270001873",
        "sources": [
          "https://music.apple.com/tr/artist/lferda/1270001873"
        ],
        "creditType": "primary"
      },
      {
        "title": "PLAN B",
        "type": "album",
        "year": 2025,
        "source": "https://music.apple.com/tr/artist/lferda/1270001873",
        "sources": [
          "https://music.apple.com/tr/artist/lferda/1270001873"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/artist/0bmKQDkU4J3gUykZS8tb6v",
      "appleMusic": "https://music.apple.com/tr/artist/lferda/1270001873",
      "instagram": "https://instagram.com/lferda123",
      "officialWebsite": "https://musicbrainz.org/artist/933ac650-8913-433d-a56c-deb1470a8b9b"
    },
    "researchSources": [
      {
        "title": "LFERDA research",
        "url": "https://musicbrainz.org/artist/933ac650-8913-433d-a56c-deb1470a8b9b",
        "type": "music_database",
        "publisher": "musicbrainz.org"
      },
      {
        "title": "LFERDA public artist profile",
        "url": "https://open.spotify.com/artist/0bmKQDkU4J3gUykZS8tb6v",
        "type": "music_database",
        "publisher": "Spotify"
      },
      {
        "title": "LFERDA research",
        "url": "https://music.apple.com/tr/artist/lferda/1270001873",
        "type": "music_database",
        "publisher": "music.apple.com"
      },
      {
        "title": "LFERDA research",
        "url": "https://instagram.com/lferda123",
        "type": "official",
        "publisher": "instagram.com"
      }
    ],
    "researchNotes": "Stable external ID, Casablanca location, official social and long catalog establish an established Moroccan rapper.",
    "externalIds": {
      "spotify": "0bmKQDkU4J3gUykZS8tb6v",
      "appleMusic": "1270001873",
      "instagram": "lferda123"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "LFERDA"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Stable external ID, Casablanca location, official social and long catalog establish an established Moroccan rapper.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:clemando",
    "name": "Clemando",
    "aliases": [
      "Clemando"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://is1-ssl.mzstatic.com/image/thumb/Music211/v4/a1/1d/ba/a11dba0f-ca91-e0bb-06db-b28a88aacef0/artwork.jpg/1200x630cw.png",
      "source": "Apple Music artist profile",
      "originalUrl": "https://music.apple.com/us/artist/clemando/1621092520",
      "sourceUrl": "https://music.apple.com/us/artist/clemando/1621092520",
      "needsReview": false
    },
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "rising",
    "moroccanSceneScore": 75,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "medium",
        "description": "DimaTOP Awards covers Clemando and Fundo in current Moroccan rap, while his official channel identifies Morocco as the artist location.",
        "url": "https://dimatopmagazine.com/hip-hub/top-picks/dimatop-awards-2025/",
        "sourceTitle": "dimatopmagazine.com"
      },
      {
        "type": "media",
        "strength": "medium",
        "description": "The official distributor page verifies Clemando and L'Morphine as the artists on Fundo.",
        "url": "https://distrokid.com/hyperfollow/clemandoandlmorphine/fundo",
        "sourceTitle": "distrokid.com"
      }
    ],
    "discography": [
      {
        "title": "Mission",
        "type": "single",
        "year": 2022,
        "source": "https://music.apple.com/us/artist/clemando/1621092520",
        "sources": [
          "https://music.apple.com/us/artist/clemando/1621092520"
        ],
        "creditType": "primary"
      },
      {
        "title": "Tu Sais Deja",
        "type": "single",
        "year": 2023,
        "source": "https://music.apple.com/us/artist/clemando/1621092520",
        "sources": [
          "https://music.apple.com/us/artist/clemando/1621092520"
        ],
        "creditType": "primary"
      },
      {
        "title": "KECHMARRA",
        "type": "single",
        "year": 2024,
        "source": "https://music.apple.com/us/artist/clemando/1621092520",
        "sources": [
          "https://music.apple.com/us/artist/clemando/1621092520"
        ],
        "creditType": "primary"
      },
      {
        "title": "Fundo",
        "type": "single",
        "year": 2025,
        "source": "https://distrokid.com/hyperfollow/clemandoandlmorphine/fundo",
        "sources": [
          "https://distrokid.com/hyperfollow/clemandoandlmorphine/fundo"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "appleMusic": "https://music.apple.com/us/artist/clemando/1621092520",
      "officialWebsite": "https://music.apple.com/us/artist/clemando/1621092520"
    },
    "researchSources": [
      {
        "title": "Clemando public artist profile",
        "url": "https://music.apple.com/us/artist/clemando/1621092520",
        "type": "music_database",
        "publisher": "Apple Music"
      },
      {
        "title": "Clemando research",
        "url": "https://clemando.ruclips.net/",
        "type": "secondary",
        "publisher": "clemando.ruclips.net"
      },
      {
        "title": "Clemando research",
        "url": "https://distrokid.com/hyperfollow/clemandoandlmorphine/fundo",
        "type": "official",
        "publisher": "distrokid.com"
      },
      {
        "title": "Clemando research",
        "url": "https://dimatopmagazine.com/hip-hub/top-picks/dimatop-awards-2025/",
        "type": "moroccan_media",
        "publisher": "dimatopmagazine.com"
      }
    ],
    "researchNotes": "Exact catalog, official channel/distributor data and Moroccan industry coverage establish a current scene artist.",
    "externalIds": {
      "appleMusic": "1621092520"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Clemando"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Exact catalog, official channel/distributor data and Moroccan industry coverage establish a current scene artist.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:gustavo51",
    "name": "Gustavo 51",
    "aliases": [
      "Gustavo 51"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eb45e0b775168f2724af9bd2c6",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/2rHNFU9YnHNRjqpcT6VxPY",
      "sourceUrl": "https://open.spotify.com/artist/2rHNFU9YnHNRjqpcT6VxPY",
      "needsReview": false
    },
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "rising",
    "moroccanSceneScore": 75,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "medium",
        "description": "The official Spotify biography places Gustavo 51 in eastern Morocco, and Hit Radio books him on a Moroccan national rap festival lineup.",
        "url": "https://open.spotify.com/artist/2rHNFU9YnHNRjqpcT6VxPY",
        "sourceTitle": "open.spotify.com"
      },
      {
        "type": "festival",
        "strength": "medium",
        "description": "Hit Radio lists Gustavo 51 for Team'Arti Festival 2026 in Tamesna.",
        "url": "https://www.hitradio.ma/event/teamarti-festival-2026-a-tamesna",
        "sourceTitle": "hitradio.ma"
      }
    ],
    "discography": [
      {
        "title": "CALMA",
        "type": "single",
        "year": 2022,
        "source": "https://www.shazam.com/en-us/artist/gustavo-51/1628171232",
        "sources": [
          "https://www.shazam.com/en-us/artist/gustavo-51/1628171232"
        ],
        "creditType": "primary"
      },
      {
        "title": "Montana",
        "type": "single",
        "year": 2023,
        "source": "https://www.shazam.com/en-us/artist/gustavo-51/1628171232",
        "sources": [
          "https://www.shazam.com/en-us/artist/gustavo-51/1628171232"
        ],
        "creditType": "primary"
      },
      {
        "title": "Athena",
        "type": "single",
        "year": 2024,
        "source": "https://www.shazam.com/en-us/artist/gustavo-51/1628171232",
        "sources": [
          "https://www.shazam.com/en-us/artist/gustavo-51/1628171232"
        ],
        "creditType": "primary"
      },
      {
        "title": "Ghorab",
        "type": "album",
        "year": 2025,
        "source": "https://www.shazam.com/en-us/artist/gustavo-51/1628171232",
        "sources": [
          "https://www.shazam.com/en-us/artist/gustavo-51/1628171232"
        ],
        "creditType": "primary"
      },
      {
        "title": "Dorororo",
        "type": "single",
        "year": 2025,
        "source": "https://www.shazam.com/en-us/artist/gustavo-51/1628171232",
        "sources": [
          "https://www.shazam.com/en-us/artist/gustavo-51/1628171232"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/artist/2rHNFU9YnHNRjqpcT6VxPY",
      "officialWebsite": "https://open.spotify.com/artist/2rHNFU9YnHNRjqpcT6VxPY"
    },
    "researchSources": [
      {
        "title": "Gustavo 51 public artist profile",
        "url": "https://open.spotify.com/artist/2rHNFU9YnHNRjqpcT6VxPY",
        "type": "music_database",
        "publisher": "Spotify"
      },
      {
        "title": "Gustavo 51 research",
        "url": "https://www.shazam.com/en-us/artist/gustavo-51/1628171232",
        "type": "music_database",
        "publisher": "shazam.com"
      },
      {
        "title": "Gustavo 51 research",
        "url": "https://www.hitradio.ma/event/teamarti-festival-2026-a-tamesna",
        "type": "festival",
        "publisher": "hitradio.ma"
      }
    ],
    "researchNotes": "Location-specific official biography, exact catalog and current Moroccan festival booking resolve the intended artist.",
    "externalIds": {
      "spotify": "2rHNFU9YnHNRjqpcT6VxPY"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Gustavo 51"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Location-specific official biography, exact catalog and current Moroccan festival booking resolve the intended artist.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:onzy",
    "name": "ONZY",
    "aliases": [
      "Onzy"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5ebac676601d171862dab3a91b3",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/intl-fr/artist/5e5ng4yqjWiz08kIGBQqGD",
      "sourceUrl": "https://open.spotify.com/intl-fr/artist/5e5ng4yqjWiz08kIGBQqGD",
      "needsReview": false
    },
    "city": "Rabat",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "rising",
    "moroccanSceneScore": 75,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "medium",
        "description": "Qobuz's matching artist biography identifies ONZY with Rabat and the exact catalog.",
        "url": "https://www.qobuz.com/be-fr/interpreter/onzy/10062269",
        "sourceTitle": "qobuz.com"
      }
    ],
    "discography": [
      {
        "title": "So7ba",
        "type": "single",
        "year": 2024,
        "source": "https://music.apple.com/us/artist/onzy/1531774867",
        "sources": [
          "https://music.apple.com/us/artist/onzy/1531774867"
        ],
        "creditType": "primary"
      },
      {
        "title": "Mâle-Chanceux",
        "type": "ep",
        "year": 2024,
        "source": "https://music.apple.com/us/artist/onzy/1531774867",
        "sources": [
          "https://music.apple.com/us/artist/onzy/1531774867"
        ],
        "creditType": "primary"
      },
      {
        "title": "SANTOS",
        "type": "single",
        "year": 2025,
        "source": "https://music.apple.com/us/artist/onzy/1531774867",
        "sources": [
          "https://music.apple.com/us/artist/onzy/1531774867"
        ],
        "creditType": "primary"
      },
      {
        "title": "MOVETA",
        "type": "album",
        "year": 2026,
        "source": "https://music.apple.com/us/artist/onzy/1531774867",
        "sources": [
          "https://music.apple.com/us/artist/onzy/1531774867"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/intl-fr/artist/5e5ng4yqjWiz08kIGBQqGD",
      "appleMusic": "https://music.apple.com/us/artist/onzy/1531774867",
      "instagram": "https://instagram.com/onzyeasybro",
      "officialWebsite": "https://www.qobuz.com/be-fr/interpreter/onzy/10062269"
    },
    "researchSources": [
      {
        "title": "ONZY research",
        "url": "https://www.qobuz.com/be-fr/interpreter/onzy/10062269",
        "type": "music_database",
        "publisher": "qobuz.com"
      },
      {
        "title": "ONZY public artist profile",
        "url": "https://open.spotify.com/intl-fr/artist/5e5ng4yqjWiz08kIGBQqGD",
        "type": "music_database",
        "publisher": "Spotify"
      },
      {
        "title": "ONZY research",
        "url": "https://music.apple.com/us/artist/onzy/1531774867",
        "type": "music_database",
        "publisher": "music.apple.com"
      },
      {
        "title": "ONZY research",
        "url": "https://instagram.com/onzyeasybro",
        "type": "official",
        "publisher": "instagram.com"
      },
      {
        "title": "ONZY research",
        "url": "https://onzyeasybro.ruclips.net/",
        "type": "secondary",
        "publisher": "onzyeasybro.ruclips.net"
      }
    ],
    "researchNotes": "Rabat biography, exact social/service identity and sustained rap catalog establish ONZY as a current Moroccan scene artist.",
    "externalIds": {
      "spotify": "5e5ng4yqjWiz08kIGBQqGD",
      "appleMusic": "1531774867",
      "instagram": "onzyeasybro"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "ONZY"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Rabat biography, exact social/service identity and sustained rap catalog establish ONZY as a current Moroccan scene artist.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:naar",
    "name": "NAAR",
    "aliases": [
      "Naar"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eb97a6056b6cefda601f4abe6d",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/2iHkY7NEHJSOF6O7rQaDww",
      "sourceUrl": "https://open.spotify.com/artist/2iHkY7NEHJSOF6O7rQaDww",
      "needsReview": false
    },
    "city": "Casablanca / Paris",
    "country": "Morocco",
    "collectives": [
      "NAAR"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "major",
    "moroccanSceneScore": 96,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "strong",
        "description": "The Fader describes NAAR as the Arab arts collective behind Safar, developed through Moroccan/European trap collaborations and co-founded by Mohamed Sqalli.",
        "url": "https://www.thefader.com/2018/09/13/issam-naar-caviar-morroccan-trap-interview",
        "sourceTitle": "thefader.com"
      },
      {
        "type": "media",
        "strength": "strong",
        "description": "NAAR's Spotify biography states that its first project is a collaboration album between Western rap artists and Moroccan artists.",
        "url": "https://open.spotify.com/artist/2iHkY7NEHJSOF6O7rQaDww",
        "sourceTitle": "open.spotify.com"
      }
    ],
    "discography": [
      {
        "title": "Safar",
        "type": "album",
        "year": 2019,
        "source": "https://open.spotify.com/artist/2iHkY7NEHJSOF6O7rQaDww",
        "sources": [
          "https://open.spotify.com/artist/2iHkY7NEHJSOF6O7rQaDww"
        ],
        "creditType": "primary"
      },
      {
        "title": "Money Call",
        "type": "single",
        "year": 2018,
        "source": "https://open.spotify.com/artist/2iHkY7NEHJSOF6O7rQaDww",
        "sources": [
          "https://open.spotify.com/artist/2iHkY7NEHJSOF6O7rQaDww"
        ],
        "creditType": "primary"
      },
      {
        "title": "Mardi à Casablanca",
        "type": "track",
        "year": 2019,
        "source": "https://open.spotify.com/artist/2iHkY7NEHJSOF6O7rQaDww",
        "sources": [
          "https://open.spotify.com/artist/2iHkY7NEHJSOF6O7rQaDww"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/artist/2iHkY7NEHJSOF6O7rQaDww",
      "officialWebsite": "https://www.thefader.com/2018/09/13/issam-naar-caviar-morroccan-trap-interview"
    },
    "researchSources": [
      {
        "title": "NAAR research",
        "url": "https://www.thefader.com/2018/09/13/issam-naar-caviar-morroccan-trap-interview",
        "type": "secondary",
        "publisher": "thefader.com"
      },
      {
        "title": "NAAR public artist profile",
        "url": "https://open.spotify.com/artist/2iHkY7NEHJSOF6O7rQaDww",
        "type": "music_database",
        "publisher": "Spotify"
      },
      {
        "title": "NAAR research",
        "url": "https://www.booska-p.com/musique/actualites/naar-fete-la-sortie-de-son-projet/",
        "type": "secondary",
        "publisher": "booska-p.com"
      }
    ],
    "researchNotes": "Entity is a collective/project, not a solo rapper. It belongs because its stated first project joined Morocco-based rappers with Western artists and was repeatedly framed as a Moroccan rap initiative.",
    "externalIds": {
      "spotify": "2iHkY7NEHJSOF6O7rQaDww"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Naar"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Entity is a collective/project, not a solo rapper. It belongs because its stated first project joined Morocco-based rappers with Western artists and was repeatedly framed as a Moroccan rap initiative.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:nessyou",
    "name": "Nessyou",
    "aliases": [
      "NESSYOU",
      "Nessyou Officiel",
      "Youness Taârabt"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eb2097dc35be8ba3a3fc47ba89",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/36K2nrm363VIEONhc2D5Mo",
      "sourceUrl": "https://open.spotify.com/artist/36K2nrm363VIEONhc2D5Mo",
      "needsReview": false
    },
    "city": "Marrakech",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 96,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "strong",
        "description": "Pan African Music explicitly calls Nessyou a Marrakchi rapper and traces his recognition in the Moroccan scene since 2013.",
        "url": "https://pan-african-music.com/nessyou-buffalo/",
        "sourceTitle": "pan-african-music.com"
      },
      {
        "type": "media",
        "strength": "strong",
        "description": "The matched Spotify biography gives his civil name, Marrakech birth and representation of Marrakchi rap.",
        "url": "https://open.spotify.com/artist/36K2nrm363VIEONhc2D5Mo",
        "sourceTitle": "open.spotify.com"
      }
    ],
    "discography": [
      {
        "title": "Amdra",
        "type": "album",
        "year": 2018,
        "source": "https://music.apple.com/us/artist/nessyou-officiel/973189884",
        "sources": [
          "https://music.apple.com/us/artist/nessyou-officiel/973189884"
        ],
        "creditType": "primary"
      },
      {
        "title": "ATMSPR",
        "type": "album",
        "year": 2022,
        "source": "https://music.apple.com/us/artist/nessyou-officiel/973189884",
        "sources": [
          "https://music.apple.com/us/artist/nessyou-officiel/973189884"
        ],
        "creditType": "primary"
      },
      {
        "title": "ANECDOTE",
        "type": "album",
        "year": 2024,
        "source": "https://music.apple.com/us/artist/nessyou-officiel/973189884",
        "sources": [
          "https://music.apple.com/us/artist/nessyou-officiel/973189884"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/artist/36K2nrm363VIEONhc2D5Mo",
      "appleMusic": "https://music.apple.com/us/artist/nessyou-officiel/973189884",
      "officialWebsite": "https://pan-african-music.com/nessyou-buffalo/"
    },
    "researchSources": [
      {
        "title": "Nessyou research",
        "url": "https://pan-african-music.com/nessyou-buffalo/",
        "type": "secondary",
        "publisher": "pan-african-music.com"
      },
      {
        "title": "Nessyou public artist profile",
        "url": "https://open.spotify.com/artist/36K2nrm363VIEONhc2D5Mo",
        "type": "music_database",
        "publisher": "Spotify"
      },
      {
        "title": "Nessyou research",
        "url": "https://music.apple.com/us/artist/nessyou-officiel/973189884",
        "type": "music_database",
        "publisher": "music.apple.com"
      }
    ],
    "researchNotes": "Use Spotify ID 36K2nrm363VIEONhc2D5Mo and Apple 'Nessyou Officiel' ID 973189884; avoid the similarly named split/collision pages.",
    "externalIds": {
      "spotify": "36K2nrm363VIEONhc2D5Mo",
      "appleMusic": "973189884"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Nessyou"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Use Spotify ID 36K2nrm363VIEONhc2D5Mo and Apple 'Nessyou Officiel' ID 973189884; avoid the similarly named split/collision pages.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:ouenza",
    "name": "OUENZA",
    "aliases": [
      "Ouenza",
      "Abdelazize Ouenza"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5ebfad05988f2a167fea5d29913",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/3mUT2mCmgS0Z1Sl25Zn4WT",
      "sourceUrl": "https://open.spotify.com/artist/3mUT2mCmgS0Z1Sl25Zn4WT",
      "needsReview": false
    },
    "city": "Casablanca",
    "country": "Morocco",
    "collectives": [
      "Brigade HQ"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "major",
    "moroccanSceneScore": 95,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "strong",
        "description": "Pan African Music calls OUENZA a Casaoui and a reliable force in Moroccan rap, noting the Morocco-wide #Okwait challenge.",
        "url": "https://pan-african-music.com/ouenza-malcolm-x/",
        "sourceTitle": "pan-african-music.com"
      },
      {
        "type": "city",
        "strength": "strong",
        "description": "The matched Spotify profile identifies Brigade HQ as his Casablanca creative hub and provides a continuous local catalog.",
        "url": "https://open.spotify.com/artist/3mUT2mCmgS0Z1Sl25Zn4WT",
        "sourceTitle": "open.spotify.com"
      }
    ],
    "discography": [
      {
        "title": "Alam",
        "type": "album",
        "year": 2023,
        "source": "https://open.spotify.com/artist/3mUT2mCmgS0Z1Sl25Zn4WT",
        "sources": [
          "https://open.spotify.com/artist/3mUT2mCmgS0Z1Sl25Zn4WT"
        ],
        "creditType": "primary"
      },
      {
        "title": "Ok Wait",
        "type": "album",
        "year": 2024,
        "source": "https://open.spotify.com/artist/3mUT2mCmgS0Z1Sl25Zn4WT",
        "sources": [
          "https://open.spotify.com/artist/3mUT2mCmgS0Z1Sl25Zn4WT"
        ],
        "creditType": "primary"
      },
      {
        "title": "1ER RÔLE",
        "type": "unknown",
        "year": 2025,
        "source": "https://open.spotify.com/artist/3mUT2mCmgS0Z1Sl25Zn4WT",
        "sources": [
          "https://open.spotify.com/artist/3mUT2mCmgS0Z1Sl25Zn4WT"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/artist/3mUT2mCmgS0Z1Sl25Zn4WT",
      "appleMusic": "https://music.apple.com/fr/artist/ouenza/1358143935",
      "officialWebsite": "https://pan-african-music.com/ouenza-malcolm-x/"
    },
    "researchSources": [
      {
        "title": "OUENZA research",
        "url": "https://pan-african-music.com/ouenza-malcolm-x/",
        "type": "secondary",
        "publisher": "pan-african-music.com"
      },
      {
        "title": "OUENZA public artist profile",
        "url": "https://open.spotify.com/artist/3mUT2mCmgS0Z1Sl25Zn4WT",
        "type": "music_database",
        "publisher": "Spotify"
      },
      {
        "title": "OUENZA research",
        "url": "https://if-maroc.org/wp-content/uploads/2024/01/AMWAJ_DEP_WEB.pdf",
        "type": "festival",
        "publisher": "if-maroc.org"
      }
    ],
    "researchNotes": "Matched by real name, Brigade HQ biography and catalog. City should not be narrowed beyond the documented Casablanca/El Jadida discrepancy without direct confirmation.",
    "externalIds": {
      "spotify": "3mUT2mCmgS0Z1Sl25Zn4WT",
      "appleMusic": "1358143935"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "OUENZA"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Matched by real name, Brigade HQ biography and catalog. City should not be narrowed beyond the documented Casablanca/El Jadida discrepancy without direct confirmation.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:qaayel",
    "name": "Qaayel",
    "aliases": [
      "Qaayel",
      "Qayeel",
      "Khalil El Yaayoubi"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5ebe1b4a194ebbec024e3aa5355",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/2T6efS085VLyjvrFPnkYDv",
      "sourceUrl": "https://open.spotify.com/artist/2T6efS085VLyjvrFPnkYDv",
      "needsReview": false
    },
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 91,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "strong",
        "description": "Le Matin identifies Moroccan Khalil El Yaayoubi as Qaayel and reports that he represented Morocco through the Ibis Music/Sziget selection.",
        "url": "https://lematin.ma/journal/2019/marocain-qaayel-choisi-cadre-programme-ibis-music/320534.html",
        "sourceTitle": "lematin.ma"
      }
    ],
    "discography": [
      {
        "title": "Ceiling Talk",
        "type": "single",
        "year": 2019,
        "source": "https://music.apple.com/us/artist/qaayel/1194254632",
        "sources": [
          "https://music.apple.com/us/artist/qaayel/1194254632"
        ],
        "creditType": "primary"
      },
      {
        "title": "Lore",
        "type": "unknown",
        "year": 2021,
        "source": "https://music.apple.com/us/artist/qaayel/1194254632",
        "sources": [
          "https://music.apple.com/us/artist/qaayel/1194254632"
        ],
        "creditType": "primary"
      },
      {
        "title": "PRELUDE",
        "type": "unknown",
        "year": 2025,
        "source": "https://music.apple.com/us/artist/qaayel/1194254632",
        "sources": [
          "https://music.apple.com/us/artist/qaayel/1194254632"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/artist/2T6efS085VLyjvrFPnkYDv",
      "appleMusic": "https://music.apple.com/us/artist/qaayel/1194254632",
      "soundcloud": "https://soundcloud.com/qaayel",
      "officialWebsite": "https://lematin.ma/journal/2019/marocain-qaayel-choisi-cadre-programme-ibis-music/320534.html"
    },
    "researchSources": [
      {
        "title": "Qaayel research",
        "url": "https://lematin.ma/journal/2019/marocain-qaayel-choisi-cadre-programme-ibis-music/320534.html",
        "type": "moroccan_media",
        "publisher": "lematin.ma"
      },
      {
        "title": "Qaayel research",
        "url": "https://music.apple.com/us/artist/qaayel/1194254632",
        "type": "music_database",
        "publisher": "music.apple.com"
      },
      {
        "title": "Qaayel public artist profile",
        "url": "https://open.spotify.com/artist/2T6efS085VLyjvrFPnkYDv",
        "type": "music_database",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Le Matin gives the civil name and Moroccan representation at Sziget; spelling Qayeel appears on an older SoundCloud URL but Qaayel is the current platform display.",
    "externalIds": {
      "spotify": "2T6efS085VLyjvrFPnkYDv",
      "appleMusic": "1194254632"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Qaayel"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Le Matin gives the civil name and Moroccan representation at Sziget; spelling Qayeel appears on an older SoundCloud URL but Qaayel is the current platform display.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:sipo",
    "name": "Sipo",
    "aliases": [
      "SIPO"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5ebde61103cbd6cf96d07f760f3",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/3oMj4UHfEpUEtClL0pcT8o",
      "sourceUrl": "https://open.spotify.com/artist/3oMj4UHfEpUEtClL0pcT8o",
      "needsReview": false
    },
    "city": "Casablanca / Salé",
    "country": "Morocco",
    "collectives": [
      "Street Scientists (association needs final confirmation)"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 89,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "strong",
        "description": "Spotify's Moroccan Rap Essentials includes the matched Inkonnu and Sipo recording Échec, anchoring this exact Sipo ID in the domestic catalog.",
        "url": "https://open.spotify.com/embed/playlist/37i9dQZF1DX4yQsz19DvhD",
        "sourceTitle": "open.spotify.com"
      },
      {
        "type": "media",
        "strength": "medium",
        "description": "Tabadoul's Salé program lists SIPO as a member of Street Scientists on a local hip-hop bill.",
        "url": "https://www.tabadoul.org/?p=2682",
        "sourceTitle": "tabadoul.org"
      }
    ],
    "discography": [
      {
        "title": "3Asba",
        "type": "single",
        "year": 2021,
        "source": "https://open.spotify.com/artist/3oMj4UHfEpUEtClL0pcT8o",
        "sources": [
          "https://open.spotify.com/artist/3oMj4UHfEpUEtClL0pcT8o"
        ],
        "creditType": "primary"
      },
      {
        "title": "Sa3ba",
        "type": "single",
        "year": 2023,
        "source": "https://open.spotify.com/artist/3oMj4UHfEpUEtClL0pcT8o",
        "sources": [
          "https://open.spotify.com/artist/3oMj4UHfEpUEtClL0pcT8o"
        ],
        "creditType": "primary"
      },
      {
        "title": "Échec",
        "type": "unknown",
        "year": 2023,
        "source": "https://open.spotify.com/embed/playlist/37i9dQZF1DX4yQsz19DvhD",
        "sources": [
          "https://open.spotify.com/embed/playlist/37i9dQZF1DX4yQsz19DvhD"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/artist/3oMj4UHfEpUEtClL0pcT8o",
      "officialWebsite": "https://open.spotify.com/artist/3oMj4UHfEpUEtClL0pcT8o"
    },
    "researchSources": [
      {
        "title": "Sipo public artist profile",
        "url": "https://open.spotify.com/artist/3oMj4UHfEpUEtClL0pcT8o",
        "type": "music_database",
        "publisher": "Spotify"
      },
      {
        "title": "Sipo research",
        "url": "https://open.spotify.com/embed/playlist/37i9dQZF1DX4yQsz19DvhD",
        "type": "music_database",
        "publisher": "open.spotify.com"
      },
      {
        "title": "Sipo research",
        "url": "https://www.tabadoul.org/?p=2682",
        "type": "secondary",
        "publisher": "tabadoul.org"
      }
    ],
    "researchNotes": "Correct Moroccan Spotify ID is 3oMj4UHfEpUEtClL0pcT8o, fingerprinted by Inkonnu collaboration Échec. Explicitly exclude German artist Sipo at Spotify ID 1vLew3o8JIJ9XTCRkOCCbb.",
    "externalIds": {
      "spotify": "3oMj4UHfEpUEtClL0pcT8o"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Sipo"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Correct Moroccan Spotify ID is 3oMj4UHfEpUEtClL0pcT8o, fingerprinted by Inkonnu collaboration Échec. Explicitly exclude German artist Sipo at Spotify ID 1vLew3o8JIJ9XTCRkOCCbb.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:west",
    "name": "West",
    "aliases": [
      "West"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eb303a248ca023abc1fd1d3f9b",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/6pwVHVJPBAWa6bczsHapxv",
      "sourceUrl": "https://open.spotify.com/artist/6pwVHVJPBAWa6bczsHapxv",
      "needsReview": false
    },
    "city": "Casablanca",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 89,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "strong",
        "description": "Shayfeen's official OMG video credits West alongside Tagne, Madd and Xcep, a distinctive Morocco-scene fingerprint.",
        "url": "https://www.youtube.com/watch?v=ncPfswrWfRc",
        "sourceTitle": "youtube.com"
      },
      {
        "type": "media",
        "strength": "strong",
        "description": "Apple's Tcha Ra credit links the same West to Ouenza, ElGrandeToto and Madd.",
        "url": "https://music.apple.com/us/album/tcha-ra-feat-ouenza-elgrandetoto-madd-west-single/1478920968",
        "sourceTitle": "music.apple.com"
      }
    ],
    "discography": [
      {
        "title": "Diali",
        "type": "single",
        "year": 2021,
        "source": "https://open.spotify.com/artist/6pwVHVJPBAWa6bczsHapxv",
        "sources": [
          "https://open.spotify.com/artist/6pwVHVJPBAWa6bczsHapxv"
        ],
        "creditType": "primary"
      },
      {
        "title": "OMG",
        "type": "unknown",
        "year": 2017,
        "source": "https://www.youtube.com/watch?v=ncPfswrWfRc",
        "sources": [
          "https://www.youtube.com/watch?v=ncPfswrWfRc"
        ],
        "creditType": "primary"
      },
      {
        "title": "Tcha Ra",
        "type": "unknown",
        "year": 2018,
        "source": "https://music.apple.com/us/album/tcha-ra-feat-ouenza-elgrandetoto-madd-west-single/1478920968",
        "sources": [
          "https://music.apple.com/us/album/tcha-ra-feat-ouenza-elgrandetoto-madd-west-single/1478920968"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/artist/6pwVHVJPBAWa6bczsHapxv",
      "officialWebsite": "https://www.youtube.com/watch?v=ncPfswrWfRc"
    },
    "researchSources": [
      {
        "title": "West research",
        "url": "https://www.youtube.com/watch?v=ncPfswrWfRc",
        "type": "official",
        "publisher": "youtube.com"
      },
      {
        "title": "West public artist profile",
        "url": "https://open.spotify.com/artist/6pwVHVJPBAWa6bczsHapxv",
        "type": "music_database",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Short-name identity is fixed by the same catalog fingerprint across Shayfeen's OMG, Tcha Ra and ElGrandeToto's Nodawanod. Do not merge with unrelated artists named West or infer that Mobb West is the same person.",
    "externalIds": {
      "spotify": "6pwVHVJPBAWa6bczsHapxv"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "West"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Short-name identity is fixed by the same catalog fingerprint across Shayfeen's OMG, Tcha Ra and ElGrandeToto's Nodawanod. Do not merge with unrelated artists named West or infer that Mobb West is the same person.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:xcep",
    "name": "XCEP",
    "aliases": [
      "Xcep",
      "Houssaine Sabeq"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eb65df552a980afb69d2ac896b",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/0eLoiWLwWeaHGNkYke5G1k",
      "sourceUrl": "https://open.spotify.com/artist/0eLoiWLwWeaHGNkYke5G1k",
      "needsReview": false
    },
    "city": "Agadir",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 93,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "strong",
        "description": "The matched SoundCloud profile identifies Houssaine Sabeq in Agadir and describes him as producer, rapper and singer-songwriter.",
        "url": "https://soundcloud.com/thexcep",
        "sourceTitle": "soundcloud.com"
      },
      {
        "type": "media",
        "strength": "strong",
        "description": "His official link hub joins all public profiles, preventing namesake contamination.",
        "url": "https://linktr.ee/XCEP",
        "sourceTitle": "linktr.ee"
      }
    ],
    "discography": [
      {
        "title": "The Outline",
        "type": "album",
        "year": 2015,
        "source": "https://music.apple.com/us/artist/xcep/1083988496",
        "sources": [
          "https://music.apple.com/us/artist/xcep/1083988496"
        ],
        "creditType": "primary"
      },
      {
        "title": "Memo",
        "type": "single",
        "year": 2022,
        "source": "https://music.apple.com/us/artist/xcep/1083988496",
        "sources": [
          "https://music.apple.com/us/artist/xcep/1083988496"
        ],
        "creditType": "primary"
      },
      {
        "title": "The Fate",
        "type": "single",
        "year": 2023,
        "source": "https://music.apple.com/us/artist/xcep/1083988496",
        "sources": [
          "https://music.apple.com/us/artist/xcep/1083988496"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/artist/0eLoiWLwWeaHGNkYke5G1k",
      "appleMusic": "https://music.apple.com/us/artist/xcep/1083988496",
      "youtube": "https://www.youtube.com/@XCEPOfficial",
      "soundcloud": "https://soundcloud.com/thexcep",
      "officialWebsite": "https://linktr.ee/XCEP"
    },
    "researchSources": [
      {
        "title": "XCEP research",
        "url": "https://linktr.ee/XCEP",
        "type": "official",
        "publisher": "linktr.ee"
      },
      {
        "title": "XCEP research",
        "url": "https://soundcloud.com/thexcep",
        "type": "music_database",
        "publisher": "soundcloud.com"
      },
      {
        "title": "XCEP research",
        "url": "https://music.apple.com/us/artist/xcep/1083988496",
        "type": "music_database",
        "publisher": "music.apple.com"
      },
      {
        "title": "XCEP public artist profile",
        "url": "https://open.spotify.com/artist/0eLoiWLwWeaHGNkYke5G1k",
        "type": "music_database",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Linktree, Spotify, Apple, YouTube and SoundCloud converge on the same rapper/producer/singer-songwriter and catalog.",
    "externalIds": {
      "spotify": "0eLoiWLwWeaHGNkYke5G1k",
      "appleMusic": "1083988496"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Xcep"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Linktree, Spotify, Apple, YouTube and SoundCloud converge on the same rapper/producer/singer-songwriter and catalog.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:7toun",
    "name": "7-Toun",
    "aliases": [
      "7-TOUN"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eb50be0f927f071885ae7e7a34",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/3IRAzpoLeNDGv7kqwNK3bp",
      "sourceUrl": "https://open.spotify.com/artist/3IRAzpoLeNDGv7kqwNK3bp",
      "needsReview": false
    },
    "city": "Casablanca",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 94,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "strong",
        "description": "The matched Spotify artist has a continuous Darija catalog and appears in Spotify's Moroccan Rap Essentials with Lappel.",
        "url": "https://open.spotify.com/artist/3IRAzpoLeNDGv7kqwNK3bp",
        "sourceTitle": "open.spotify.com"
      },
      {
        "type": "city",
        "strength": "medium",
        "description": "Wikidata identifies the same stage name as a Moroccan rapper from Casablanca.",
        "url": "https://www.wikidata.org/wiki/Q114713317",
        "sourceTitle": "wikidata.org"
      }
    ],
    "discography": [
      {
        "title": "Lappel",
        "type": "single",
        "year": 2017,
        "source": "https://open.spotify.com/artist/3IRAzpoLeNDGv7kqwNK3bp",
        "sources": [
          "https://open.spotify.com/artist/3IRAzpoLeNDGv7kqwNK3bp"
        ],
        "creditType": "primary"
      },
      {
        "title": "Zarga",
        "type": "album",
        "year": 2019,
        "source": "https://open.spotify.com/artist/3IRAzpoLeNDGv7kqwNK3bp",
        "sources": [
          "https://open.spotify.com/artist/3IRAzpoLeNDGv7kqwNK3bp"
        ],
        "creditType": "primary"
      },
      {
        "title": "BANDANA",
        "type": "album",
        "year": 2022,
        "source": "https://open.spotify.com/artist/3IRAzpoLeNDGv7kqwNK3bp",
        "sources": [
          "https://open.spotify.com/artist/3IRAzpoLeNDGv7kqwNK3bp"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/artist/3IRAzpoLeNDGv7kqwNK3bp",
      "officialWebsite": "https://open.spotify.com/artist/3IRAzpoLeNDGv7kqwNK3bp"
    },
    "researchSources": [
      {
        "title": "7-Toun public artist profile",
        "url": "https://open.spotify.com/artist/3IRAzpoLeNDGv7kqwNK3bp",
        "type": "music_database",
        "publisher": "Spotify"
      },
      {
        "title": "7-Toun research",
        "url": "https://www.wikidata.org/wiki/Q114713317",
        "type": "secondary",
        "publisher": "wikidata.org"
      }
    ],
    "researchNotes": "Distinctive 7-Toun spelling and long catalog make this identity safe; retain uppercase as alias rather than a second entity.",
    "externalIds": {
      "spotify": "3IRAzpoLeNDGv7kqwNK3bp"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "7-Toun"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Distinctive 7-Toun spelling and long catalog make this identity safe; retain uppercase as alias rather than a second entity.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:lhaj",
    "name": "LHAJ",
    "aliases": [
      "Lhaj",
      "Omar Ouasmine"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://is1-ssl.mzstatic.com/image/thumb/AMCArtistImages211/v4/a9/fd/9c/a9fd9c66-97ad-7fa4-1e73-ce1aaee7a573/ami-identity-6a46e7fa8bada2a0b7e47fd77aa2f9ec-2026-04-08T16-35-15.366Z_cropped.png/1200x630cw.png",
      "source": "Public artist profile",
      "originalUrl": "https://music.apple.com/us/artist/lhaj/1496098544",
      "sourceUrl": "https://music.apple.com/us/artist/lhaj/1496098544",
      "needsReview": false
    },
    "city": "Casablanca",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "rising",
    "moroccanSceneScore": 85,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "strong",
        "description": "Apple and SoundCloud show a continuous LHAJ catalog linked to Moroccan collaborators Anys, Ramoon and Furelise.",
        "url": "https://music.apple.com/us/artist/lhaj/1496098544",
        "sourceTitle": "music.apple.com"
      },
      {
        "type": "media",
        "strength": "strong",
        "description": "Shazam's LABAS record credits performer Lhaj and songwriter Omar Ouasmine under label LHAJ.",
        "url": "https://www.shazam.com/song/1706549493/labas",
        "sourceTitle": "shazam.com"
      }
    ],
    "discography": [
      {
        "title": "ROMEO",
        "type": "single",
        "year": 2023,
        "source": "https://music.apple.com/de/song/1694332639",
        "sources": [
          "https://music.apple.com/de/song/1694332639"
        ],
        "creditType": "primary"
      },
      {
        "title": "LABAS",
        "type": "single",
        "year": 2023,
        "source": "https://music.apple.com/ae/song/1706549493",
        "sources": [
          "https://music.apple.com/ae/song/1706549493"
        ],
        "creditType": "primary"
      },
      {
        "title": "Chanel",
        "type": "single",
        "year": 2024,
        "source": "https://music.apple.com/us/artist/lhaj/1496098544",
        "sources": [
          "https://music.apple.com/us/artist/lhaj/1496098544"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/artist/1Rn9VGYBgWB83nWmPAU0I",
      "appleMusic": "https://music.apple.com/us/artist/lhaj/1496098544",
      "soundcloud": "https://soundcloud.com/lhaj-music",
      "officialWebsite": "https://music.apple.com/us/artist/lhaj/1496098544"
    },
    "researchSources": [
      {
        "title": "LHAJ research",
        "url": "https://music.apple.com/us/artist/lhaj/1496098544",
        "type": "music_database",
        "publisher": "music.apple.com"
      },
      {
        "title": "LHAJ research",
        "url": "https://www.shazam.com/song/1706549493/labas",
        "type": "music_database",
        "publisher": "shazam.com"
      },
      {
        "title": "LHAJ research",
        "url": "https://soundcloud.com/lhaj-music",
        "type": "music_database",
        "publisher": "soundcloud.com"
      }
    ],
    "researchNotes": "LABAS provides the exact release and songwriter fingerprint Omar Ouasmine. The all-caps spelling is used by the label/release; Apple displays Lhaj.",
    "externalIds": {
      "spotify": "1Rn9VGYBgWB83nWmPAU0I",
      "appleMusic": "1496098544"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "LHAJ"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "LABAS provides the exact release and songwriter fingerprint Omar Ouasmine. The all-caps spelling is used by the label/release; Apple displays Lhaj.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T20:30:00.000Z"
  },
  {
    "id": "curated:moro",
    "name": "Moro",
    "aliases": [
      "MORO"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eb03730b307ecd815187255eb1",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/1akll7SRGZblDrbCF5eqYW",
      "sourceUrl": "https://open.spotify.com/artist/1akll7SRGZblDrbCF5eqYW",
      "needsReview": false
    },
    "city": "Casablanca",
    "country": "Morocco",
    "collectives": [
      "CB4 Gang",
      "CB4 Empire"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "major",
    "moroccanSceneScore": 97,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "strong",
        "description": "Pan African Music calls Moro a Casablanca rapper and founder of CB4 Empire, with a substantial project history.",
        "url": "https://pan-african-music.com/moro-moki/",
        "sourceTitle": "pan-african-music.com"
      },
      {
        "type": "city",
        "strength": "strong",
        "description": "Le7tv's 2025 Casablanca concert report ties CB4gang to Sbata and describes Moro's return to local fans.",
        "url": "https://fr.le7tv.ma/2025/08/11/apres-sept-ans-dabsence-le-rappeur-moro-rencontre-ses-fans-a-casablanca/",
        "sourceTitle": "fr.le7tv.ma"
      }
    ],
    "discography": [
      {
        "title": "KIFKIF",
        "type": "album",
        "year": 2018,
        "source": "https://open.spotify.com/artist/1akll7SRGZblDrbCF5eqYW",
        "sources": [
          "https://open.spotify.com/artist/1akll7SRGZblDrbCF5eqYW"
        ],
        "creditType": "primary"
      },
      {
        "title": "MAVERICK",
        "type": "album",
        "year": 2021,
        "source": "https://open.spotify.com/artist/1akll7SRGZblDrbCF5eqYW",
        "sources": [
          "https://open.spotify.com/artist/1akll7SRGZblDrbCF5eqYW"
        ],
        "creditType": "primary"
      },
      {
        "title": "NARC",
        "type": "album",
        "year": 2025,
        "source": "https://open.spotify.com/artist/1akll7SRGZblDrbCF5eqYW",
        "sources": [
          "https://open.spotify.com/artist/1akll7SRGZblDrbCF5eqYW"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/artist/1akll7SRGZblDrbCF5eqYW",
      "officialWebsite": "https://pan-african-music.com/moro-moki/"
    },
    "researchSources": [
      {
        "title": "Moro research",
        "url": "https://pan-african-music.com/moro-moki/",
        "type": "secondary",
        "publisher": "pan-african-music.com"
      },
      {
        "title": "Moro research",
        "url": "https://fr.le7tv.ma/2025/08/11/apres-sept-ans-dabsence-le-rappeur-moro-rencontre-ses-fans-a-casablanca/",
        "type": "secondary",
        "publisher": "fr.le7tv.ma"
      },
      {
        "title": "Moro public artist profile",
        "url": "https://open.spotify.com/artist/1akll7SRGZblDrbCF5eqYW",
        "type": "music_database",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Cross-border residence in Switzerland/France does not trigger rejection: reputable sources document that the act originated in Casablanca and remains active in Morocco's domestic scene.",
    "externalIds": {
      "spotify": "1akll7SRGZblDrbCF5eqYW"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Moro"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Cross-border residence in Switzerland/France does not trigger rejection: reputable sources document that the act originated in Casablanca and remains active in Morocco's domestic scene.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:nouvo",
    "name": "Nouvo",
    "aliases": [
      "Nouvo",
      "Mohamed Lagoubi",
      "Nouvo Laagoubi"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eb33f3eb25c4aab8e909eadcda",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/5K0gCO6NzUMHZWBFLMq2Ta",
      "sourceUrl": "https://open.spotify.com/artist/5K0gCO6NzUMHZWBFLMq2Ta",
      "needsReview": false
    },
    "country": "Morocco",
    "collectives": [
      "PaylaSquad"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 90,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "strong",
        "description": "DNT is performed by Nouvo with ElGrandeToto and Draganov; its official video description links Nouvo's @laagoubi account.",
        "url": "https://www.youtube.com/watch?v=AGWq4PweCXo",
        "sourceTitle": "youtube.com"
      },
      {
        "type": "media",
        "strength": "strong",
        "description": "Shazam credits Nouvo as performer and producer on GALÈRE with LFERDA under PaylaSquad.",
        "url": "https://www.shazam.com/song/1795464337/gal%C3%A8re-feat-lferda",
        "sourceTitle": "shazam.com"
      }
    ],
    "discography": [
      {
        "title": "DNT",
        "type": "single",
        "year": 2021,
        "source": "https://music.apple.com/be/song/1579756324",
        "sources": [
          "https://music.apple.com/be/song/1579756324"
        ],
        "creditType": "primary"
      },
      {
        "title": "TRIP",
        "type": "album",
        "year": 2023,
        "source": "https://open.spotify.com/artist/5K0gCO6NzUMHZWBFLMq2Ta",
        "sources": [
          "https://open.spotify.com/artist/5K0gCO6NzUMHZWBFLMq2Ta"
        ],
        "creditType": "primary"
      },
      {
        "title": "GALÈRE",
        "type": "single",
        "year": 2025,
        "source": "https://www.shazam.com/song/1795464337/gal%C3%A8re-feat-lferda",
        "sources": [
          "https://www.shazam.com/song/1795464337/gal%C3%A8re-feat-lferda"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/artist/5K0gCO6NzUMHZWBFLMq2Ta",
      "instagram": "https://www.instagram.com/laagoubi/",
      "officialWebsite": "https://open.spotify.com/artist/5K0gCO6NzUMHZWBFLMq2Ta"
    },
    "researchSources": [
      {
        "title": "Nouvo public artist profile",
        "url": "https://open.spotify.com/artist/5K0gCO6NzUMHZWBFLMq2Ta",
        "type": "music_database",
        "publisher": "Spotify"
      },
      {
        "title": "Nouvo research",
        "url": "https://www.shazam.com/song/1795464337/gal%C3%A8re-feat-lferda",
        "type": "music_database",
        "publisher": "shazam.com"
      },
      {
        "title": "Nouvo research",
        "url": "https://music.apple.com/be/song/1579756324",
        "type": "music_database",
        "publisher": "music.apple.com"
      }
    ],
    "researchNotes": "Matched through DNT, PaylaSquad, civil-name credits and public handle @laagoubi. Nouvo is both performer and producer, so include as a hip-hop artist/producer rather than a producer-only false positive.",
    "externalIds": {
      "spotify": "5K0gCO6NzUMHZWBFLMq2Ta",
      "instagram": "laagoubi"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Nouvo"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Matched through DNT, PaylaSquad, civil-name credits and public handle @laagoubi. Nouvo is both performer and producer, so include as a hip-hop artist/producer rather than a producer-only false positive.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:lordmehdi",
    "name": "Lord Mehdi",
    "aliases": [
      "LORD MEHDI",
      "Mehdi Mrah"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eb9b4623f49684b9f4c0bb8fb3",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/6owJvX8GXLnH24cFMjsptJ",
      "sourceUrl": "https://open.spotify.com/artist/6owJvX8GXLnH24cFMjsptJ",
      "needsReview": false
    },
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 91,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "strong",
        "description": "LeSiteinfo's Universal Music Morocco profile calls Lord Mehdi a singer, rapper, beatmaker and sound engineer among the hub's local talents.",
        "url": "https://www.lesiteinfo.com/cultures/582167-universal-music-morocco-north-africa-un-hub-regional-pour-la-signature-et-le-developpement-de-talents-locaux.html",
        "sourceTitle": "lesiteinfo.com"
      },
      {
        "type": "media",
        "strength": "strong",
        "description": "Spotify's matched biography documents Moroccan collaborations, production for major local rappers and L'Boulevard 2017 participation.",
        "url": "https://open.spotify.com/artist/6owJvX8GXLnH24cFMjsptJ",
        "sourceTitle": "open.spotify.com"
      }
    ],
    "discography": [
      {
        "title": "Not Over",
        "type": "single",
        "year": 2019,
        "source": "https://open.spotify.com/artist/6owJvX8GXLnH24cFMjsptJ",
        "sources": [
          "https://open.spotify.com/artist/6owJvX8GXLnH24cFMjsptJ"
        ],
        "creditType": "primary"
      },
      {
        "title": "Tant pis",
        "type": "single",
        "year": 2020,
        "source": "https://music.apple.com/ma/artist/lord-mehdi/1515856451",
        "sources": [
          "https://music.apple.com/ma/artist/lord-mehdi/1515856451"
        ],
        "creditType": "primary"
      },
      {
        "title": "Layem",
        "type": "single",
        "year": 2023,
        "source": "https://www.lodj.ma/LORD-MEHDI-LAYEM_a87660.html",
        "sources": [
          "https://www.lodj.ma/LORD-MEHDI-LAYEM_a87660.html"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/artist/6owJvX8GXLnH24cFMjsptJ",
      "appleMusic": "https://music.apple.com/ma/artist/lord-mehdi/1515856451",
      "officialWebsite": "https://www.lesiteinfo.com/cultures/582167-universal-music-morocco-north-africa-un-hub-regional-pour-la-signature-et-le-developpement-de-talents-locaux.html"
    },
    "researchSources": [
      {
        "title": "Lord Mehdi research",
        "url": "https://www.lesiteinfo.com/cultures/582167-universal-music-morocco-north-africa-un-hub-regional-pour-la-signature-et-le-developpement-de-talents-locaux.html",
        "type": "moroccan_media",
        "publisher": "lesiteinfo.com"
      },
      {
        "title": "Lord Mehdi public artist profile",
        "url": "https://open.spotify.com/artist/6owJvX8GXLnH24cFMjsptJ",
        "type": "music_database",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Matched as rapper, singer, beatmaker and engineer; he has both primary releases and production credits across the Moroccan scene.",
    "externalIds": {
      "spotify": "6owJvX8GXLnH24cFMjsptJ",
      "appleMusic": "1515856451"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Lord Mehdi"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Matched as rapper, singer, beatmaker and engineer; he has both primary releases and production credits across the Moroccan scene.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:spleux",
    "name": "Spleux",
    "aliases": [
      "Spleux"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eb636990f5a54dafe1e90fea34",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/56JYWnO5Rs5Y7eS7oiJzL0",
      "sourceUrl": "https://open.spotify.com/artist/56JYWnO5Rs5Y7eS7oiJzL0",
      "needsReview": false
    },
    "city": "Casablanca",
    "country": "Morocco",
    "collectives": [
      "Adghal Records (label association)"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 93,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "strong",
        "description": "Le7tv bills Spleux among the Moroccan rappers performing at Casablanca's Grand Concert for Peace with Madd, ElGrandeToto and Tagne.",
        "url": "https://fr.le7tv.ma/2019/04/22/marwa-loud-and-co-du-lourd-a-casablanca/",
        "sourceTitle": "fr.le7tv.ma"
      },
      {
        "type": "media",
        "strength": "strong",
        "description": "ONORIENT documents Spleux on scratches within Lmoutchou's Adghal Records circle in 2016.",
        "url": "https://onorient.com/lmadda-lkham-retour-lmoutchou-10751-20160619",
        "sourceTitle": "onorient.com"
      }
    ],
    "discography": [
      {
        "title": "Yeddek Fih",
        "type": "single",
        "year": 2019,
        "source": "https://open.spotify.com/artist/56JYWnO5Rs5Y7eS7oiJzL0",
        "sources": [
          "https://open.spotify.com/artist/56JYWnO5Rs5Y7eS7oiJzL0"
        ],
        "creditType": "primary"
      },
      {
        "title": "KCF",
        "type": "single",
        "year": 2022,
        "source": "https://music.apple.com/us/artist/spleux/1461216826",
        "sources": [
          "https://music.apple.com/us/artist/spleux/1461216826"
        ],
        "creditType": "primary"
      },
      {
        "title": "3 6 9",
        "type": "album",
        "year": 2026,
        "source": "https://music.apple.com/us/artist/spleux/1461216826",
        "sources": [
          "https://music.apple.com/us/artist/spleux/1461216826"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/artist/56JYWnO5Rs5Y7eS7oiJzL0",
      "appleMusic": "https://music.apple.com/us/artist/spleux/1461216826",
      "officialWebsite": "https://fr.le7tv.ma/2019/04/22/marwa-loud-and-co-du-lourd-a-casablanca/"
    },
    "researchSources": [
      {
        "title": "Spleux research",
        "url": "https://fr.le7tv.ma/2019/04/22/marwa-loud-and-co-du-lourd-a-casablanca/",
        "type": "secondary",
        "publisher": "fr.le7tv.ma"
      },
      {
        "title": "Spleux research",
        "url": "https://onorient.com/lmadda-lkham-retour-lmoutchou-10751-20160619",
        "type": "secondary",
        "publisher": "onorient.com"
      },
      {
        "title": "Spleux public artist profile",
        "url": "https://open.spotify.com/artist/56JYWnO5Rs5Y7eS7oiJzL0",
        "type": "music_database",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Do not confuse with similarly spelled Sploux. The catalog itself includes the identity marker 'Spleux Machi Sploux.'",
    "externalIds": {
      "spotify": "56JYWnO5Rs5Y7eS7oiJzL0",
      "appleMusic": "1461216826"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Spleux"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Do not confuse with similarly spelled Sploux. The catalog itself includes the identity marker 'Spleux Machi Sploux.'",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:8ird",
    "name": "8ird",
    "aliases": [
      "8ird",
      "Anass Moujahid"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5ebef6ba3293373e8342625e054",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/3QmZDh7Hz0zasHGHK6NZkw",
      "sourceUrl": "https://open.spotify.com/artist/3QmZDh7Hz0zasHGHK6NZkw",
      "needsReview": false
    },
    "city": "Casablanca",
    "country": "Morocco",
    "collectives": [
      "Alien Degree Ent. (label)"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 92,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "strong",
        "description": "Grünt #39 is explicitly a Casablanca cypher and includes 8ird, whose verse names Derb Sultan.",
        "url": "https://ruclips.net/video/jpnYfomzQoQ/casablanca-x-dollypran-kouz1-damost-fell-g-8ird-snowflake-fkalouis-gr%C3%BCnt-39.html",
        "sourceTitle": "ruclips.net"
      },
      {
        "type": "media",
        "strength": "strong",
        "description": "Shazam credits Anass Moujahid as songwriter on 8Urn under Alien Degree Ent., matching the Spotify catalog.",
        "url": "https://www.shazam.com/track/564604065",
        "sourceTitle": "shazam.com"
      }
    ],
    "discography": [
      {
        "title": "9 VS 3",
        "type": "album",
        "year": 2019,
        "source": "https://open.spotify.com/artist/3QmZDh7Hz0zasHGHK6NZkw",
        "sources": [
          "https://open.spotify.com/artist/3QmZDh7Hz0zasHGHK6NZkw"
        ],
        "creditType": "primary"
      },
      {
        "title": "No Gravity",
        "type": "single",
        "year": 2020,
        "source": "https://open.spotify.com/artist/3QmZDh7Hz0zasHGHK6NZkw",
        "sources": [
          "https://open.spotify.com/artist/3QmZDh7Hz0zasHGHK6NZkw"
        ],
        "creditType": "primary"
      },
      {
        "title": "8Urn",
        "type": "single",
        "year": 2021,
        "source": "https://www.shazam.com/track/564604065",
        "sources": [
          "https://www.shazam.com/track/564604065"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/artist/3QmZDh7Hz0zasHGHK6NZkw",
      "officialWebsite": "https://open.spotify.com/artist/3QmZDh7Hz0zasHGHK6NZkw"
    },
    "researchSources": [
      {
        "title": "8ird public artist profile",
        "url": "https://open.spotify.com/artist/3QmZDh7Hz0zasHGHK6NZkw",
        "type": "music_database",
        "publisher": "Spotify"
      },
      {
        "title": "8ird research",
        "url": "https://www.shazam.com/track/564604065",
        "type": "music_database",
        "publisher": "shazam.com"
      },
      {
        "title": "8ird research",
        "url": "https://ruclips.net/video/jpnYfomzQoQ/casablanca-x-dollypran-kouz1-damost-fell-g-8ird-snowflake-fkalouis-gr%C3%BCnt-39.html",
        "type": "secondary",
        "publisher": "ruclips.net"
      }
    ],
    "researchNotes": "Distinctive spelling and songwriter credit Anass Moujahid make the identity safe.",
    "externalIds": {
      "spotify": "3QmZDh7Hz0zasHGHK6NZkw"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "8ird"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Distinctive spelling and songwriter credit Anass Moujahid make the identity safe.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:akra",
    "name": "Akra",
    "aliases": [
      "AKRA",
      "Akraborntoshine",
      "Aymane Assoudi"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eba5e47d94b01ac53a38f6ed93",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/3IXJ9wGIgVm3tAbHHGw5Yj",
      "sourceUrl": "https://open.spotify.com/artist/3IXJ9wGIgVm3tAbHHGw5Yj",
      "needsReview": false
    },
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "rising",
    "moroccanSceneScore": 86,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "strong",
        "description": "The matched Spotify biography explicitly describes Akra as an artist in Morocco and is discovered through Spotify's Moroccan New Wave editorial context.",
        "url": "https://open.spotify.com/artist/3IXJ9wGIgVm3tAbHHGw5Yj",
        "sourceTitle": "open.spotify.com"
      },
      {
        "type": "city",
        "strength": "strong",
        "description": "Shazam's B2S page credits Aymane Assoudi and contains the explicit lyric 'Sda3 mn Maroc l Abidjan,' matching the profile slogan 'Akra born to shine.'",
        "url": "https://www.shazam.com/song/1759845813/b2s",
        "sourceTitle": "shazam.com"
      }
    ],
    "discography": [
      {
        "title": "445",
        "type": "ep",
        "year": 2022,
        "source": "https://open.spotify.com/artist/3IXJ9wGIgVm3tAbHHGw5Yj",
        "sources": [
          "https://open.spotify.com/artist/3IXJ9wGIgVm3tAbHHGw5Yj"
        ],
        "creditType": "primary"
      },
      {
        "title": "Alive",
        "type": "single",
        "year": 2023,
        "source": "https://open.spotify.com/artist/3IXJ9wGIgVm3tAbHHGw5Yj",
        "sources": [
          "https://open.spotify.com/artist/3IXJ9wGIgVm3tAbHHGw5Yj"
        ],
        "creditType": "primary"
      },
      {
        "title": "B2S",
        "type": "single",
        "year": 2024,
        "source": "https://www.shazam.com/song/1759845813/b2s",
        "sources": [
          "https://www.shazam.com/song/1759845813/b2s"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/artist/3IXJ9wGIgVm3tAbHHGw5Yj",
      "officialWebsite": "https://open.spotify.com/artist/3IXJ9wGIgVm3tAbHHGw5Yj"
    },
    "researchSources": [
      {
        "title": "Akra public artist profile",
        "url": "https://open.spotify.com/artist/3IXJ9wGIgVm3tAbHHGw5Yj",
        "type": "music_database",
        "publisher": "Spotify"
      },
      {
        "title": "Akra research",
        "url": "https://www.shazam.com/song/1759845813/b2s",
        "type": "music_database",
        "publisher": "shazam.com"
      }
    ],
    "researchNotes": "Exclude the French KLON musician also named Akra. The correct Spotify ID is fixed by releases 445, Alive, Kindir and B2S plus songwriter Aymane Assoudi.",
    "externalIds": {
      "spotify": "3IXJ9wGIgVm3tAbHHGw5Yj"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Akra"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Exclude the French KLON musician also named Akra. The correct Spotify ID is fixed by releases 445, Alive, Kindir and B2S plus songwriter Aymane Assoudi.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:mehdilekok",
    "name": "Mehdi Lekok",
    "aliases": [
      "Mehdi Lekok",
      "Mehdi Naouassih"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5ebffe0aef347d6561e41d81439",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/4ajZl7DW7X6ePPzqOb9y6u",
      "sourceUrl": "https://open.spotify.com/artist/4ajZl7DW7X6ePPzqOb9y6u",
      "needsReview": false
    },
    "city": "Casablanca",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 90,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "strong",
        "description": "The matched Spotify biography identifies Mehdi Naouassih as Mehdi Lekok and explicitly says Casa/BSJR 20200; catalog collaborators are local scene artists.",
        "url": "https://open.spotify.com/artist/4ajZl7DW7X6ePPzqOb9y6u",
        "sourceTitle": "open.spotify.com"
      }
    ],
    "discography": [
      {
        "title": "Times",
        "type": "album",
        "year": 2021,
        "source": "https://open.spotify.com/artist/4ajZl7DW7X6ePPzqOb9y6u",
        "sources": [
          "https://open.spotify.com/artist/4ajZl7DW7X6ePPzqOb9y6u"
        ],
        "creditType": "primary"
      },
      {
        "title": "L'INDEX",
        "type": "album",
        "year": 2024,
        "source": "https://open.spotify.com/artist/4ajZl7DW7X6ePPzqOb9y6u",
        "sources": [
          "https://open.spotify.com/artist/4ajZl7DW7X6ePPzqOb9y6u"
        ],
        "creditType": "primary"
      },
      {
        "title": "Rewind",
        "type": "single",
        "year": 2025,
        "source": "https://open.spotify.com/artist/4ajZl7DW7X6ePPzqOb9y6u",
        "sources": [
          "https://open.spotify.com/artist/4ajZl7DW7X6ePPzqOb9y6u"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/artist/4ajZl7DW7X6ePPzqOb9y6u",
      "officialWebsite": "https://open.spotify.com/artist/4ajZl7DW7X6ePPzqOb9y6u"
    },
    "researchSources": [
      {
        "title": "Mehdi Lekok public artist profile",
        "url": "https://open.spotify.com/artist/4ajZl7DW7X6ePPzqOb9y6u",
        "type": "music_database",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Distinct full stage name and self-identifying Spotify biography make this low-risk.",
    "externalIds": {
      "spotify": "4ajZl7DW7X6ePPzqOb9y6u"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Mehdi Lekok"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Distinct full stage name and self-identifying Spotify biography make this low-risk.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:levy",
    "name": "LEVY",
    "aliases": [
      "Levy"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5ebddc436ff43dc1520e6b5c996",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/5TM9ot1cqyqOXrUgbIXyx8",
      "sourceUrl": "https://open.spotify.com/artist/5TM9ot1cqyqOXrUgbIXyx8",
      "needsReview": false
    },
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "rising",
    "moroccanSceneScore": 85,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "strong",
        "description": "DimaTOP's March 2025 issue names Levy artist of the month for 3o9dat Lkhawaja and analyzes its subject within the Moroccan rap scene.",
        "url": "https://dimatopmagazine.com/monthly-magazine/best-of-march-2025/",
        "sourceTitle": "dimatopmagazine.com"
      },
      {
        "type": "media",
        "strength": "strong",
        "description": "DimaTOP's August issue selects Hezz 3inik as Morap track of the month and describes its Moroccan qraqeb and 6/8 production.",
        "url": "https://dimatopmagazine.com/monthly-magazine/best-of-august-2025/",
        "sourceTitle": "dimatopmagazine.com"
      }
    ],
    "discography": [
      {
        "title": "Before XIVY",
        "type": "album",
        "year": 2023,
        "source": "https://music.apple.com/us/artist/levy/1725048701",
        "sources": [
          "https://music.apple.com/us/artist/levy/1725048701"
        ],
        "creditType": "primary"
      },
      {
        "title": "3O9DAT LKHAWAJA",
        "type": "single",
        "year": 2025,
        "source": "https://dimatopmagazine.com/monthly-magazine/best-of-march-2025/",
        "sources": [
          "https://dimatopmagazine.com/monthly-magazine/best-of-march-2025/"
        ],
        "creditType": "primary"
      },
      {
        "title": "HEZZ 3INIK",
        "type": "single",
        "year": 2025,
        "source": "https://dimatopmagazine.com/monthly-magazine/best-of-august-2025/",
        "sources": [
          "https://dimatopmagazine.com/monthly-magazine/best-of-august-2025/"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "appleMusic": "https://music.apple.com/us/artist/levy/1725048701",
      "officialWebsite": "https://music.apple.com/us/artist/levy/1725048701",
      "spotify": "https://open.spotify.com/artist/5TM9ot1cqyqOXrUgbIXyx8"
    },
    "researchSources": [
      {
        "title": "LEVY research",
        "url": "https://music.apple.com/us/artist/levy/1725048701",
        "type": "music_database",
        "publisher": "music.apple.com"
      },
      {
        "title": "LEVY research",
        "url": "https://dimatopmagazine.com/monthly-magazine/best-of-march-2025/",
        "type": "moroccan_media",
        "publisher": "dimatopmagazine.com"
      },
      {
        "title": "LEVY research",
        "url": "https://dimatopmagazine.com/monthly-magazine/best-of-august-2025/",
        "type": "moroccan_media",
        "publisher": "dimatopmagazine.com"
      },
      {
        "title": "LEVY public artist profile",
        "url": "https://open.spotify.com/artist/5TM9ot1cqyqOXrUgbIXyx8",
        "type": "music_database",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Use Apple ID 1725048701 and the Before XIVY/Morap catalog. Exclude Canadian artist Levy at Apple ID 1397075906 and other global LEVY namesakes.",
    "externalIds": {
      "appleMusic": "1725048701",
      "spotify": "5TM9ot1cqyqOXrUgbIXyx8"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "LEVY"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Use Apple ID 1725048701 and the Before XIVY/Morap catalog. Exclude Canadian artist Levy at Apple ID 1397075906 and other global LEVY namesakes.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:artsmoke",
    "name": "ART-SMOKE",
    "aliases": [
      "Art Smoke",
      "Soufiane Aresmouk"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eb0f8410bb529ce0b4c6f04576",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/4e07lTc6GplwqNHVzzfZV6",
      "sourceUrl": "https://open.spotify.com/artist/4e07lTc6GplwqNHVzzfZV6"
    },
    "city": "Salé",
    "country": "Morocco",
    "collectives": [
      "Chou3arae Zan9a"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 91,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "strong",
        "description": "L'Opinion's Boultek event biography identifies Salé-born Soufiane Aresmouk as Art-Smoke, rapper/beatmaker, former group member and founder of Chou3arae Zan9a.",
        "url": "https://www.lodj.ma/agenda/ART-SMOKE_ae2054530.html",
        "sourceTitle": "lodj.ma"
      },
      {
        "type": "media",
        "strength": "strong",
        "description": "DimaTOP describes him as a respected symbol of Morocco's underground scene and documents his debut album L'Mdad Ki Dam.",
        "url": "https://dimatopmagazine.com/monthly-magazine/best-of-january-2026/",
        "sourceTitle": "dimatopmagazine.com"
      }
    ],
    "discography": [
      {
        "title": "Budo",
        "type": "album",
        "year": 2022,
        "source": "https://open.spotify.com/album/75baE08Rjq02FaR1ahdCOT",
        "sources": [
          "https://open.spotify.com/album/75baE08Rjq02FaR1ahdCOT"
        ],
        "creditType": "primary"
      },
      {
        "title": "Rhyme Serve Me",
        "type": "single",
        "year": 2023,
        "source": "https://open.spotify.com/track/7hFVstHnbCl86MgtsxEO0l",
        "sources": [
          "https://open.spotify.com/track/7hFVstHnbCl86MgtsxEO0l"
        ],
        "creditType": "primary"
      },
      {
        "title": "L'Mdad Ki Dam",
        "type": "album",
        "year": 2026,
        "source": "https://dimatopmagazine.com/monthly-magazine/best-of-january-2026/",
        "sources": [
          "https://dimatopmagazine.com/monthly-magazine/best-of-january-2026/"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "appleMusic": "https://music.apple.com/fr/artist/art-smoke/1653826490",
      "officialWebsite": "https://www.lodj.ma/agenda/ART-SMOKE_ae2054530.html",
      "spotify": "https://open.spotify.com/artist/4e07lTc6GplwqNHVzzfZV6"
    },
    "researchSources": [
      {
        "title": "ART-SMOKE research",
        "url": "https://www.lodj.ma/agenda/ART-SMOKE_ae2054530.html",
        "type": "secondary",
        "publisher": "lodj.ma"
      },
      {
        "title": "ART-SMOKE research",
        "url": "https://dimatopmagazine.com/monthly-magazine/best-of-january-2026/",
        "type": "moroccan_media",
        "publisher": "dimatopmagazine.com"
      },
      {
        "title": "ART-SMOKE research",
        "url": "https://open.spotify.com/album/75baE08Rjq02FaR1ahdCOT",
        "type": "music_database",
        "publisher": "open.spotify.com"
      },
      {
        "title": "ART-SMOKE public artist profile",
        "url": "https://music.apple.com/fr/artist/art-smoke/1653826490",
        "type": "music_database",
        "publisher": "Apple Music"
      },
      {
        "title": "ART-SMOKE Spotify profile supplied by curator",
        "url": "https://open.spotify.com/artist/4e07lTc6GplwqNHVzzfZV6",
        "type": "official",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Rapper and beatmaker with a documented local career since 2006. Hyphen/space/case variants are aliases, not separate artists.",
    "externalIds": {
      "appleMusic": "1653826490",
      "spotify": "4e07lTc6GplwqNHVzzfZV6"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "ART-SMOKE"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Rapper and beatmaker with a documented local career since 2006. Hyphen/space/case variants are aliases, not separate artists.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T19:35:43.528Z"
  },
  {
    "id": "curated:naafri8",
    "name": "NAAFRI8",
    "aliases": [
      "Naafri8",
      "Naafri"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://is1-ssl.mzstatic.com/image/thumb/Music211/v4/ba/39/d9/ba39d96a-439d-da2c-18b8-d45486993f03/artwork.jpg/1200x630cw.png",
      "source": "Apple Music artist profile",
      "originalUrl": "https://music.apple.com/ae/artist/naafri8/1738122085",
      "sourceUrl": "https://music.apple.com/ae/artist/naafri8/1738122085",
      "needsReview": false
    },
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "rising",
    "moroccanSceneScore": 82,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "strong",
        "description": "DimaTOP's 2025 awards places Naafri among the nominees for Morocco's upcoming/underground rapper of the year.",
        "url": "https://dimatopmagazine.com/hip-hub/top-picks/dimatop-awards-2025/",
        "sourceTitle": "dimatopmagazine.com"
      },
      {
        "type": "media",
        "strength": "strong",
        "description": "The matched Apple page carries LLAMA and collaborations with Yorpen and KPV 14.5mm.",
        "url": "https://music.apple.com/ae/artist/naafri8/1738122085",
        "sourceTitle": "music.apple.com"
      }
    ],
    "discography": [
      {
        "title": "LLAMA",
        "type": "album",
        "year": 2024,
        "source": "https://music.amazon.com/tracks/B0CZQ35RX5",
        "sources": [
          "https://music.amazon.com/tracks/B0CZQ35RX5"
        ],
        "creditType": "primary"
      },
      {
        "title": "8th Day",
        "type": "single",
        "year": 2024,
        "source": "https://music.apple.com/us/album/8th-day-single/1768366371",
        "sources": [
          "https://music.apple.com/us/album/8th-day-single/1768366371"
        ],
        "creditType": "primary"
      },
      {
        "title": "Aboubakar",
        "type": "single",
        "year": 2025,
        "source": "https://music.apple.com/us/album/aboubakar-feat-yorpen-single/1851804507",
        "sources": [
          "https://music.apple.com/us/album/aboubakar-feat-yorpen-single/1851804507"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "appleMusic": "https://music.apple.com/ae/artist/naafri8/1738122085",
      "officialWebsite": "https://dimatopmagazine.com/hip-hub/top-picks/dimatop-awards-2025/"
    },
    "researchSources": [
      {
        "title": "NAAFRI8 research",
        "url": "https://dimatopmagazine.com/hip-hub/top-picks/dimatop-awards-2025/",
        "type": "moroccan_media",
        "publisher": "dimatopmagazine.com"
      },
      {
        "title": "NAAFRI8 public artist profile",
        "url": "https://music.apple.com/ae/artist/naafri8/1738122085",
        "type": "music_database",
        "publisher": "Apple Music"
      }
    ],
    "researchNotes": "Distinctive spelling and LLAMA catalog. DimaTOP shortens the nominee name to Naafri, so retain that only as an alias, not a separate entity.",
    "externalIds": {
      "appleMusic": "1738122085"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "NAAFRI8"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Distinctive spelling and LLAMA catalog. DimaTOP shortens the nominee name to Naafri, so retain that only as an alias, not a separate entity.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:yorpen",
    "name": "Yorpen",
    "aliases": [
      "Yorpen"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://is1-ssl.mzstatic.com/image/thumb/Music211/v4/13/09/7d/13097df3-411c-0735-c7d8-b01207e56a20/artwork.jpg/1200x630cw.png",
      "source": "Apple Music artist profile",
      "originalUrl": "https://music.apple.com/us/artist/yorpen/1784258355",
      "sourceUrl": "https://music.apple.com/us/artist/yorpen/1784258355",
      "needsReview": false
    },
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "rising",
    "moroccanSceneScore": 84,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "strong",
        "description": "DimaTOP's 2025 awards nominates Yorpen for Morocco's upcoming/underground rapper of the year.",
        "url": "https://dimatopmagazine.com/hip-hub/top-picks/dimatop-awards-2025/",
        "sourceTitle": "dimatopmagazine.com"
      },
      {
        "type": "media",
        "strength": "strong",
        "description": "Apple shows two primary EPs plus collaborations with Aymane Haqqi and NAAFRI8.",
        "url": "https://music.apple.com/us/artist/yorpen/1784258355",
        "sourceTitle": "music.apple.com"
      }
    ],
    "discography": [
      {
        "title": "Spade",
        "type": "single",
        "year": 2024,
        "source": "https://music.apple.com/us/artist/yorpen/1784258355",
        "sources": [
          "https://music.apple.com/us/artist/yorpen/1784258355"
        ],
        "creditType": "primary"
      },
      {
        "title": "Sold Souls",
        "type": "ep",
        "year": 2025,
        "source": "https://music.apple.com/us/artist/yorpen/1784258355",
        "sources": [
          "https://music.apple.com/us/artist/yorpen/1784258355"
        ],
        "creditType": "primary"
      },
      {
        "title": "Prime Aura",
        "type": "ep",
        "year": 2025,
        "source": "https://music.apple.com/us/artist/yorpen/1784258355",
        "sources": [
          "https://music.apple.com/us/artist/yorpen/1784258355"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "appleMusic": "https://music.apple.com/us/artist/yorpen/1784258355",
      "officialWebsite": "https://dimatopmagazine.com/hip-hub/top-picks/dimatop-awards-2025/"
    },
    "researchSources": [
      {
        "title": "Yorpen research",
        "url": "https://dimatopmagazine.com/hip-hub/top-picks/dimatop-awards-2025/",
        "type": "moroccan_media",
        "publisher": "dimatopmagazine.com"
      },
      {
        "title": "Yorpen public artist profile",
        "url": "https://music.apple.com/us/artist/yorpen/1784258355",
        "type": "music_database",
        "publisher": "Apple Music"
      }
    ],
    "researchNotes": "Distinctive name, 2024-2025 primary catalog and NAAFRI8/Aymane Haqqi collaboration fingerprint.",
    "externalIds": {
      "appleMusic": "1784258355"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Yorpen"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Distinctive name, 2024-2025 primary catalog and NAAFRI8/Aymane Haqqi collaboration fingerprint.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:diib",
    "name": "Diib",
    "aliases": [
      "DIIB",
      "Mohamed Azzouzi"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5ebbda55c00e00779e9f07e0562",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/1PAFc1G2WeoQ4DeGKETVdi",
      "sourceUrl": "https://open.spotify.com/artist/1PAFc1G2WeoQ4DeGKETVdi",
      "needsReview": false
    },
    "city": "M'rirt",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 97,
    "sceneEvidence": [
      {
        "type": "festival",
        "strength": "strong",
        "description": "L'Boulevard's official 2023 artist page identifies Diib as from M'rirt, active for more than a decade in Moroccan rap, with four mixtapes and five albums.",
        "url": "https://2023.boulevard.ma/artistes/diib/",
        "sourceTitle": "2023.boulevard.ma"
      }
    ],
    "discography": [
      {
        "title": "Revolt",
        "type": "album",
        "year": 2019,
        "source": "https://open.spotify.com/artist/1PAFc1G2WeoQ4DeGKETVdi",
        "sources": [
          "https://open.spotify.com/artist/1PAFc1G2WeoQ4DeGKETVdi"
        ],
        "creditType": "primary"
      },
      {
        "title": "Unstable V2",
        "type": "single",
        "year": 2021,
        "source": "https://open.spotify.com/artist/1PAFc1G2WeoQ4DeGKETVdi",
        "sources": [
          "https://open.spotify.com/artist/1PAFc1G2WeoQ4DeGKETVdi"
        ],
        "creditType": "primary"
      },
      {
        "title": "Immortal",
        "type": "album",
        "year": 2022,
        "source": "https://open.spotify.com/artist/1PAFc1G2WeoQ4DeGKETVdi",
        "sources": [
          "https://open.spotify.com/artist/1PAFc1G2WeoQ4DeGKETVdi"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/artist/1PAFc1G2WeoQ4DeGKETVdi",
      "officialWebsite": "https://2023.boulevard.ma/artistes/diib/"
    },
    "researchSources": [
      {
        "title": "Diib research",
        "url": "https://2023.boulevard.ma/artistes/diib/",
        "type": "festival",
        "publisher": "2023.boulevard.ma"
      },
      {
        "title": "Diib public artist profile",
        "url": "https://open.spotify.com/artist/1PAFc1G2WeoQ4DeGKETVdi",
        "type": "music_database",
        "publisher": "Spotify"
      },
      {
        "title": "Diib research",
        "url": "https://musicbrainz.org/artist/86060dc9-d258-4fdf-8f80-5fe81c578e7b",
        "type": "music_database",
        "publisher": "musicbrainz.org"
      }
    ],
    "researchNotes": "Festival biography, Spotify civil name and MusicBrainz country all converge. Exclude unrelated newer releases with the same short word when the Mohamed Azzouzi fingerprint is absent.",
    "externalIds": {
      "spotify": "1PAFc1G2WeoQ4DeGKETVdi"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Diib"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Festival biography, Spotify civil name and MusicBrainz country all converge. Exclude unrelated newer releases with the same short word when the Mohamed Azzouzi fingerprint is absent.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:quatrehuit",
    "name": "Quatrehuit",
    "aliases": [
      "Quatrehuit",
      "Mido 4.8",
      "Mouad Jebbar"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eb7595a43c19d4dd3927c4b774",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/068M7gzfvpZ7YdaNV17zea",
      "sourceUrl": "https://open.spotify.com/artist/068M7gzfvpZ7YdaNV17zea",
      "needsReview": false
    },
    "city": "Oujda",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 96,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "strong",
        "description": "The matched SoundCloud profile identifies Quatrehuit in Oujda and hosts the 2017 catalog.",
        "url": "https://soundcloud.com/uatrehuit",
        "sourceTitle": "soundcloud.com"
      },
      {
        "type": "city",
        "strength": "strong",
        "description": "Qobuz identifies Mouad Jebbar, born in Oujda, and documents the earlier stage name Mido 4.8.",
        "url": "https://www.qobuz.com/us-en/interpreter/quatrehuit/11795554",
        "sourceTitle": "qobuz.com"
      }
    ],
    "discography": [
      {
        "title": "0010'",
        "type": "album",
        "year": 2012,
        "source": "https://open.spotify.com/artist/068M7gzfvpZ7YdaNV17zea",
        "sources": [
          "https://open.spotify.com/artist/068M7gzfvpZ7YdaNV17zea"
        ],
        "creditType": "primary"
      },
      {
        "title": "Loi de Murphy",
        "type": "single",
        "year": 2017,
        "source": "https://soundcloud.com/uatrehuit",
        "sources": [
          "https://soundcloud.com/uatrehuit"
        ],
        "creditType": "primary"
      },
      {
        "title": "U.T.G (Under The Gun)",
        "type": "single",
        "year": 2024,
        "source": "https://music.apple.com/fr/artist/quatrehuit/1593429249",
        "sources": [
          "https://music.apple.com/fr/artist/quatrehuit/1593429249"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/artist/068M7gzfvpZ7YdaNV17zea",
      "soundcloud": "https://soundcloud.com/uatrehuit",
      "appleMusic": "https://music.apple.com/fr/artist/quatrehuit/1593429249",
      "officialWebsite": "https://soundcloud.com/uatrehuit"
    },
    "researchSources": [
      {
        "title": "Quatrehuit research",
        "url": "https://soundcloud.com/uatrehuit",
        "type": "music_database",
        "publisher": "soundcloud.com"
      },
      {
        "title": "Quatrehuit research",
        "url": "https://www.qobuz.com/us-en/interpreter/quatrehuit/11795554",
        "type": "music_database",
        "publisher": "qobuz.com"
      },
      {
        "title": "Quatrehuit public artist profile",
        "url": "https://open.spotify.com/artist/068M7gzfvpZ7YdaNV17zea",
        "type": "music_database",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Correct Spotify ID is 068M7gzfvpZ7YdaNV17zea. Explicitly exclude Spotify ID 3PxhB0OiQ9zWvzfSGUmORM, whose own bio says it is a fan archive account.",
    "externalIds": {
      "spotify": "068M7gzfvpZ7YdaNV17zea",
      "appleMusic": "1593429249"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Quatrehuit"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Correct Spotify ID is 068M7gzfvpZ7YdaNV17zea. Explicitly exclude Spotify ID 3PxhB0OiQ9zWvzfSGUmORM, whose own bio says it is a fan archive account.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:zeronin",
    "name": "Zeronin",
    "aliases": [
      "Zeronin",
      "Zehronin",
      "Zahrane Karfa"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://is1-ssl.mzstatic.com/image/thumb/Music126/v4/14/30/85/14308543-a158-a320-d556-3e4db357b2cf/pr_source.png/1200x630cw.png",
      "source": "Public artist profile",
      "originalUrl": "https://music.apple.com/by/artist/zeronin/1524692815",
      "sourceUrl": "https://music.apple.com/by/artist/zeronin/1524692815",
      "needsReview": false
    },
    "city": "Casablanca",
    "country": "Morocco",
    "collectives": [
      "L'FAREE9"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 90,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "strong",
        "description": "Zeronin's Bandcamp describes him as a Casablanca hip-hop artist, co-founder of L'FAREE9 and a young artist living in Morocco.",
        "url": "https://zeronin.bandcamp.com/album/reborn-2",
        "sourceTitle": "zeronin.bandcamp.com"
      },
      {
        "type": "city",
        "strength": "strong",
        "description": "Karton Zine interviews L'Faree9 members Zehronin and Selfmy in Casablanca and documents the trio's formation and individual solo work.",
        "url": "https://www.karton-zine.com/en/lfaree9-2/",
        "sourceTitle": "karton-zine.com"
      }
    ],
    "discography": [
      {
        "title": "D'Afterlife",
        "type": "single",
        "year": 2018,
        "source": "https://music.apple.com/fr/album/dafterlife-single/1558396137",
        "sources": [
          "https://music.apple.com/fr/album/dafterlife-single/1558396137"
        ],
        "creditType": "primary"
      },
      {
        "title": "Dini",
        "type": "single",
        "year": 2020,
        "source": "https://www.shazam.com/song/1535120819/dini-feat-diib",
        "sources": [
          "https://www.shazam.com/song/1535120819/dini-feat-diib"
        ],
        "creditType": "primary"
      },
      {
        "title": "Reborn",
        "type": "album",
        "year": 2022,
        "source": "https://zeronin.bandcamp.com/album/reborn-2",
        "sources": [
          "https://zeronin.bandcamp.com/album/reborn-2"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "officialWebsite": "https://zeronin.bandcamp.com/album/reborn-2",
      "appleMusic": "https://music.apple.com/by/artist/zeronin/1524692815"
    },
    "researchSources": [
      {
        "title": "Zeronin research",
        "url": "https://zeronin.bandcamp.com/album/reborn-2",
        "type": "music_database",
        "publisher": "zeronin.bandcamp.com"
      },
      {
        "title": "Zeronin research",
        "url": "https://www.karton-zine.com/en/lfaree9-2/",
        "type": "secondary",
        "publisher": "karton-zine.com"
      },
      {
        "title": "Zeronin research",
        "url": "https://music.apple.com/by/artist/zeronin/1524692815",
        "type": "music_database",
        "publisher": "music.apple.com"
      }
    ],
    "researchNotes": "Zeronin is the current release spelling; Karton transcribes Zehronin in the group interview. Shazam credits songwriter Zahrane Karfa on Dini.",
    "externalIds": {
      "appleMusic": "1524692815"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Zeronin"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Zeronin is the current release spelling; Karton transcribes Zehronin in the group interview. Shazam credits songwriter Zahrane Karfa on Dini.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T20:30:00.000Z"
  },
  {
    "id": "curated:lquinze",
    "name": "Lquinze",
    "aliases": [
      "Lquinze",
      "Hamza Rakeb"
    ],
    "entityType": "rapper",
    "image": null,
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 93,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "strong",
        "description": "MusicBrainz identifies Lquinze as Moroccan rapper Hamza Rakeb, born in Morocco, and supplies the correct identity fingerprint.",
        "url": "https://musicbrainz.org/artist/ca9f8842-27a6-4d7b-b608-6d3e716b7503",
        "sourceTitle": "musicbrainz.org"
      },
      {
        "type": "media",
        "strength": "strong",
        "description": "Spotify's matched track catalog includes Diamond, Trips and H2R collaborations with Raid, distinct from the Brazilian namesake.",
        "url": "https://open.spotify.com/track/0iblD5jLoBaH0Yk42aukO7",
        "sourceTitle": "open.spotify.com"
      }
    ],
    "discography": [
      {
        "title": "π",
        "type": "single",
        "year": 2016,
        "source": "https://www.shazam.com/song/1757030562/%CF%80",
        "sources": [
          "https://www.shazam.com/song/1757030562/%CF%80"
        ],
        "creditType": "primary"
      },
      {
        "title": "Trips",
        "type": "album",
        "year": 2021,
        "source": "https://open.spotify.com/track/0iblD5jLoBaH0Yk42aukO7",
        "sources": [
          "https://open.spotify.com/track/0iblD5jLoBaH0Yk42aukO7"
        ],
        "creditType": "primary"
      },
      {
        "title": "Diamond",
        "type": "single",
        "year": 2021,
        "source": "https://open.spotify.com/track/0iblD5jLoBaH0Yk42aukO7",
        "sources": [
          "https://open.spotify.com/track/0iblD5jLoBaH0Yk42aukO7"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "officialWebsite": "https://musicbrainz.org/artist/ca9f8842-27a6-4d7b-b608-6d3e716b7503"
    },
    "researchSources": [
      {
        "title": "Lquinze research",
        "url": "https://musicbrainz.org/artist/ca9f8842-27a6-4d7b-b608-6d3e716b7503",
        "type": "music_database",
        "publisher": "musicbrainz.org"
      },
      {
        "title": "Lquinze research",
        "url": "https://open.spotify.com/track/0iblD5jLoBaH0Yk42aukO7",
        "type": "music_database",
        "publisher": "open.spotify.com"
      }
    ],
    "researchNotes": "Exclude Brazilian L.QUINZE at Spotify ID 4KsQp4DLSOHbAJY2PcCqyv. The Moroccan Lquinze is fingerprinted by Hamza Rakeb, Diamond, Trips and Raid collaborations.",
    "externalIds": {},
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Lquinze"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Exclude Brazilian L.QUINZE at Spotify ID 4KsQp4DLSOHbAJY2PcCqyv. The Moroccan Lquinze is fingerprinted by Hamza Rakeb, Diamond, Trips and Raid collaborations.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T20:30:00.000Z"
  },
  {
    "id": "curated:raid",
    "name": "Raid",
    "aliases": [
      "Raid",
      "Hamza Raid"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eb0b2c5c3aafc4470d73faf0bc",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/4BuamTRrqjMmqrCnJ2pUQg",
      "sourceUrl": "https://open.spotify.com/artist/4BuamTRrqjMmqrCnJ2pUQg",
      "needsReview": false
    },
    "city": "El Kelaa des Sraghna",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 97,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "strong",
        "description": "Institut Français identifies RAID as a rapper from El Kelaa des Sraghna and a singular voice in Moroccan rap, with five independent EPs and major local collaborations.",
        "url": "https://if-maroc.org/essaouira/projets/appel-a-residence-ifm-x-friche-de-la-belle-de-mai-2026/",
        "sourceTitle": "if-maroc.org"
      },
      {
        "type": "media",
        "strength": "strong",
        "description": "TelQuel calls Hamza Raid a protest artist and a figure of the Moroccan rap scene.",
        "url": "https://telquel.ma/2025/09/30/hamza-raid-partout-dans-le-monde-les-artistes-et-les-ultras-ont-toujours-ete-au-coeur-des-changements_1953116",
        "sourceTitle": "telquel.ma"
      }
    ],
    "discography": [
      {
        "title": "Aréopage v1",
        "type": "album",
        "year": 2015,
        "source": "https://open.spotify.com/artist/4BuamTRrqjMmqrCnJ2pUQg",
        "sources": [
          "https://open.spotify.com/artist/4BuamTRrqjMmqrCnJ2pUQg"
        ],
        "creditType": "primary"
      },
      {
        "title": "Ether",
        "type": "album",
        "year": 2021,
        "source": "https://music.apple.com/us/artist/raid/1455365136",
        "sources": [
          "https://music.apple.com/us/artist/raid/1455365136"
        ],
        "creditType": "primary"
      },
      {
        "title": "Dwaw Gyrophare, Sawt Sirène",
        "type": "album",
        "year": 2025,
        "source": "https://open.spotify.com/artist/4BuamTRrqjMmqrCnJ2pUQg",
        "sources": [
          "https://open.spotify.com/artist/4BuamTRrqjMmqrCnJ2pUQg"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/artist/4BuamTRrqjMmqrCnJ2pUQg",
      "appleMusic": "https://music.apple.com/us/artist/raid/1455365136",
      "officialWebsite": "https://if-maroc.org/essaouira/projets/appel-a-residence-ifm-x-friche-de-la-belle-de-mai-2026/"
    },
    "researchSources": [
      {
        "title": "Raid research",
        "url": "https://if-maroc.org/essaouira/projets/appel-a-residence-ifm-x-friche-de-la-belle-de-mai-2026/",
        "type": "festival",
        "publisher": "if-maroc.org"
      },
      {
        "title": "Raid research",
        "url": "https://telquel.ma/2025/09/30/hamza-raid-partout-dans-le-monde-les-artistes-et-les-ultras-ont-toujours-ete-au-coeur-des-changements_1953116",
        "type": "moroccan_media",
        "publisher": "telquel.ma"
      },
      {
        "title": "Raid public artist profile",
        "url": "https://open.spotify.com/artist/4BuamTRrqjMmqrCnJ2pUQg",
        "type": "music_database",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Short name is safely fixed by Aréopage, Ether, Sommaire, protest-rap coverage and Hamza Raid civil/public name.",
    "externalIds": {
      "spotify": "4BuamTRrqjMmqrCnJ2pUQg",
      "appleMusic": "1455365136"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Raid"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Short name is safely fixed by Aréopage, Ether, Sommaire, protest-rap coverage and Hamza Raid civil/public name.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:alnasser",
    "name": "Al Nasser",
    "aliases": [
      "AL NASSER",
      "Enmiry Nabil"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://is1-ssl.mzstatic.com/image/thumb/Music211/v4/08/b7/fd/08b7fde3-8e9a-d9f1-662b-a54e19b5037c/199316065381_cover.jpg/1200x630cw.png",
      "source": "Apple Music artist profile",
      "originalUrl": "https://music.apple.com/ma/artist/al-nasser/1506423799",
      "sourceUrl": "https://music.apple.com/ma/artist/al-nasser/1506423799",
      "needsReview": false
    },
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 91,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "strong",
        "description": "Hip Hop Maroc archived Al Nasser's SEM LFA3I from the 2013 mixtape Kima Bghit Ana, establishing a decade-plus local rap history.",
        "url": "https://soundcloud.com/hip-hop-maroc/al-nasser-sem-lfa3i-feat-mr",
        "sourceTitle": "soundcloud.com"
      },
      {
        "type": "media",
        "strength": "strong",
        "description": "Apple links the same exact catalog from Kima Bghit Ana through Lwassakh to the 2025 album L'BARZAKH.",
        "url": "https://music.apple.com/ma/artist/al-nasser/1506423799",
        "sourceTitle": "music.apple.com"
      }
    ],
    "discography": [
      {
        "title": "Kima Bghit Ana",
        "type": "album",
        "year": 2013,
        "source": "https://music.apple.com/ma/artist/al-nasser/1506423799",
        "sources": [
          "https://music.apple.com/ma/artist/al-nasser/1506423799"
        ],
        "creditType": "primary"
      },
      {
        "title": "Lwassakh 1",
        "type": "single",
        "year": 2022,
        "source": "https://music.apple.com/ma/artist/al-nasser/1506423799",
        "sources": [
          "https://music.apple.com/ma/artist/al-nasser/1506423799"
        ],
        "creditType": "primary"
      },
      {
        "title": "L'BARZAKH",
        "type": "album",
        "year": 2025,
        "source": "https://music.apple.com/us/album/lbarzakh/1809952398",
        "sources": [
          "https://music.apple.com/us/album/lbarzakh/1809952398"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "appleMusic": "https://music.apple.com/ma/artist/al-nasser/1506423799",
      "officialWebsite": "https://soundcloud.com/hip-hop-maroc/al-nasser-sem-lfa3i-feat-mr"
    },
    "researchSources": [
      {
        "title": "Al Nasser research",
        "url": "https://soundcloud.com/hip-hop-maroc/al-nasser-sem-lfa3i-feat-mr",
        "type": "music_database",
        "publisher": "soundcloud.com"
      },
      {
        "title": "Al Nasser public artist profile",
        "url": "https://music.apple.com/ma/artist/al-nasser/1506423799",
        "type": "music_database",
        "publisher": "Apple Music"
      },
      {
        "title": "Al Nasser research",
        "url": "https://music.apple.com/us/album/lbarzakh/1809952398",
        "type": "music_database",
        "publisher": "music.apple.com"
      }
    ],
    "researchNotes": "Exclude Quran reciters, sports clubs and unrelated Nasser artists. Identity is fixed by Kima Bghit Ana (2013), Lwassakh and L'BARZAKH plus local collaborators.",
    "externalIds": {
      "appleMusic": "1506423799"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Al Nasser"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Exclude Quran reciters, sports clubs and unrelated Nasser artists. Identity is fixed by Kima Bghit Ana (2013), Lwassakh and L'BARZAKH plus local collaborators.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:unclevato",
    "name": "Uncle Vato",
    "aliases": [
      "Uncle Vato"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://is1-ssl.mzstatic.com/image/thumb/Music116/v4/6d/3d/4d/6d3d4df7-fd28-921c-58fc-370a9fe1241c/artwork.jpg/1200x630cw.png",
      "source": "Apple Music artist profile",
      "originalUrl": "https://music.apple.com/ma/artist/uncle-vato/1553343807",
      "sourceUrl": "https://music.apple.com/ma/artist/uncle-vato/1553343807",
      "needsReview": false
    },
    "city": "Casablanca",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 90,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "strong",
        "description": "Apple shows a substantial primary catalog and Moroccan-scene collaborations including KUFA with Diib and Kira7.",
        "url": "https://music.apple.com/ma/artist/uncle-vato/1553343807",
        "sourceTitle": "music.apple.com"
      },
      {
        "type": "city",
        "strength": "strong",
        "description": "Spotify's Sony-licensed Haut et Fort soundtrack credits Uncle Vato on Talef and Mi Vida Loca in the Casablanca hip-hop film ecosystem.",
        "url": "https://open.spotify.com/track/1ZRisWPTRTSmE5FepnKbm7",
        "sourceTitle": "open.spotify.com"
      }
    ],
    "discography": [
      {
        "title": "Wu Iam",
        "type": "album",
        "year": 2020,
        "source": "https://music.apple.com/ma/artist/uncle-vato/1553343807",
        "sources": [
          "https://music.apple.com/ma/artist/uncle-vato/1553343807"
        ],
        "creditType": "primary"
      },
      {
        "title": "Breakfast",
        "type": "album",
        "year": 2022,
        "source": "https://music.apple.com/ma/artist/uncle-vato/1553343807",
        "sources": [
          "https://music.apple.com/ma/artist/uncle-vato/1553343807"
        ],
        "creditType": "primary"
      },
      {
        "title": "KUFA",
        "type": "single",
        "year": 2024,
        "source": "https://music.apple.com/ma/artist/uncle-vato/1553343807",
        "sources": [
          "https://music.apple.com/ma/artist/uncle-vato/1553343807"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "appleMusic": "https://music.apple.com/ma/artist/uncle-vato/1553343807",
      "officialWebsite": "https://music.apple.com/ma/artist/uncle-vato/1553343807"
    },
    "researchSources": [
      {
        "title": "Uncle Vato public artist profile",
        "url": "https://music.apple.com/ma/artist/uncle-vato/1553343807",
        "type": "music_database",
        "publisher": "Apple Music"
      },
      {
        "title": "Uncle Vato research",
        "url": "https://open.spotify.com/track/1ZRisWPTRTSmE5FepnKbm7",
        "type": "music_database",
        "publisher": "open.spotify.com"
      }
    ],
    "researchNotes": "Distinctive name and continuous catalog with Diib, Kira7, Art Smoke and NAB FAKE. The Sony-licensed Haut et Fort soundtrack fingerprint helps separate this identity from any namesakes.",
    "externalIds": {
      "appleMusic": "1553343807"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Uncle Vato"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Distinctive name and continuous catalog with Diib, Kira7, Art Smoke and NAB FAKE. The Sony-licensed Haut et Fort soundtrack fingerprint helps separate this identity from any namesakes.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:jntyyy",
    "name": "Jntyyy",
    "aliases": [
      "Jntyyy",
      "Mohammed El Janati",
      "Mohammed el Jannaty"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://is1-ssl.mzstatic.com/image/thumb/Music211/v4/27/f6/ea/27f6eaf0-6101-9bbc-ef4e-40d7915cb2bb/artwork.jpg/1200x630cw.png",
      "source": "Apple Music artist profile",
      "originalUrl": "https://music.apple.com/fr/artist/jntyyy/1725163562",
      "sourceUrl": "https://music.apple.com/fr/artist/jntyyy/1725163562",
      "needsReview": false
    },
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "rising",
    "moroccanSceneScore": 85,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "strong",
        "description": "DimaTOP's 2025 awards nominates Jntyyy for Morocco's upcoming/underground rapper of the year.",
        "url": "https://dimatopmagazine.com/hip-hub/top-picks/dimatop-awards-2025/",
        "sourceTitle": "dimatopmagazine.com"
      },
      {
        "type": "media",
        "strength": "strong",
        "description": "Shazam credits Mohammed el Jannaty on Evidence, while the Apple catalogs connect Evidence/PV to Pré Sigma and L'Morphine collaborations.",
        "url": "https://www.shazam.com/es-mx/song/1716439304/evidence",
        "sourceTitle": "shazam.com"
      }
    ],
    "discography": [
      {
        "title": "Evidence",
        "type": "single",
        "year": 2023,
        "source": "https://www.shazam.com/es-mx/song/1716439304/evidence",
        "sources": [
          "https://www.shazam.com/es-mx/song/1716439304/evidence"
        ],
        "creditType": "primary"
      },
      {
        "title": "FREE",
        "type": "single",
        "year": 2024,
        "source": "https://www.shazam.com/en-us/song/1749846573/free",
        "sources": [
          "https://www.shazam.com/en-us/song/1749846573/free"
        ],
        "creditType": "primary"
      },
      {
        "title": "Pré Sigma",
        "type": "ep",
        "year": 2025,
        "source": "https://music.apple.com/fr/artist/jntyyy/1725163562",
        "sources": [
          "https://music.apple.com/fr/artist/jntyyy/1725163562"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "officialWebsite": "https://dimatopmagazine.com/hip-hub/top-picks/dimatop-awards-2025/"
    },
    "researchSources": [
      {
        "title": "Jntyyy research",
        "url": "https://dimatopmagazine.com/hip-hub/top-picks/dimatop-awards-2025/",
        "type": "moroccan_media",
        "publisher": "dimatopmagazine.com"
      },
      {
        "title": "Jntyyy public artist profile",
        "url": "https://music.apple.com/fr/artist/jntyyy/1725163562",
        "type": "music_database",
        "publisher": "Apple Music"
      },
      {
        "title": "Jntyyy research",
        "url": "https://www.shazam.com/es-mx/song/1716439304/evidence",
        "type": "music_database",
        "publisher": "shazam.com"
      }
    ],
    "researchNotes": "Distributor splits created at least two Spotify and Apple profiles. Treat them as one person using the civil-name credit, Evidence/PV catalog, Pré Sigma and L'Morphine collaborations; retain both platform IDs in links.",
    "externalIds": {},
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Jntyyy"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Distributor splits created at least two Spotify and Apple profiles. Treat them as one person using the civil-name credit, Evidence/PV catalog, Pré Sigma and L'Morphine collaborations; retain both platform IDs in links.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:pause",
    "name": "Pause",
    "aliases": [
      "PAUSE",
      "Pause Flow",
      "Jawad Asradi",
      "Jouad Asradi"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eb48017003ba1530eba96424ce",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/1ZwAwymAUb2hTFTMxmNbL5",
      "sourceUrl": "https://open.spotify.com/artist/1ZwAwymAUb2hTFTMxmNbL5",
      "needsReview": false
    },
    "city": "Imouzzer Kandar",
    "country": "Morocco",
    "collectives": [
      "Halfin"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "major",
    "moroccanSceneScore": 99,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "strong",
        "description": "Spotify's matched biography gives Jawad Asradi, Imouzzer Kandar birth, Halfin membership from 2009 and a solo Moroccan rap career from 2016.",
        "url": "https://open.spotify.com/artist/1ZwAwymAUb2hTFTMxmNbL5",
        "sourceTitle": "open.spotify.com"
      },
      {
        "type": "media",
        "strength": "strong",
        "description": "TelQuel identifies Jouad Asradi as rapper Pause Flow in reporting on his Moroccan court case, confirming the public alias/civil-name pair.",
        "url": "https://telquel.ma/instant-t/2025/11/28/faute-de-pouvoir-regler-sa-caution-de-100-000-dh-le-rappeur-pause-flow-reste-derriere-les-barreaux_1963093/",
        "sourceTitle": "telquel.ma"
      }
    ],
    "discography": [
      {
        "title": "SOLARIS",
        "type": "ep",
        "year": 2019,
        "source": "https://open.spotify.com/artist/1ZwAwymAUb2hTFTMxmNbL5",
        "sources": [
          "https://open.spotify.com/artist/1ZwAwymAUb2hTFTMxmNbL5"
        ],
        "creditType": "primary"
      },
      {
        "title": "Metamorphose",
        "type": "ep",
        "year": 2023,
        "source": "https://open.spotify.com/artist/1ZwAwymAUb2hTFTMxmNbL5",
        "sources": [
          "https://open.spotify.com/artist/1ZwAwymAUb2hTFTMxmNbL5"
        ],
        "creditType": "primary"
      },
      {
        "title": "112",
        "type": "album",
        "year": 2024,
        "source": "https://open.spotify.com/artist/1ZwAwymAUb2hTFTMxmNbL5",
        "sources": [
          "https://open.spotify.com/artist/1ZwAwymAUb2hTFTMxmNbL5"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/artist/1ZwAwymAUb2hTFTMxmNbL5",
      "youtube": "https://www.youtube.com/@PauseFlow",
      "officialWebsite": "https://open.spotify.com/artist/1ZwAwymAUb2hTFTMxmNbL5"
    },
    "researchSources": [
      {
        "title": "Pause public artist profile",
        "url": "https://open.spotify.com/artist/1ZwAwymAUb2hTFTMxmNbL5",
        "type": "music_database",
        "publisher": "Spotify"
      },
      {
        "title": "Pause research",
        "url": "https://telquel.ma/instant-t/2025/11/28/faute-de-pouvoir-regler-sa-caution-de-100-000-dh-le-rappeur-pause-flow-reste-derriere-les-barreaux_1963093/",
        "type": "moroccan_media",
        "publisher": "telquel.ma"
      },
      {
        "title": "Pause research",
        "url": "https://h24info.ma/culture/musique-le-rappeur-marocain-pause-flow-poursuivi-en-etat-darrestation/",
        "type": "moroccan_media",
        "publisher": "h24info.ma"
      }
    ],
    "researchNotes": "Pause and Pause Flow are one artist, not two. Spotify gives Jawad Asradi while TelQuel spells Jouad; preserve both transliterations. Tour dates shown on the generic Spotify page may include namesake event contamination, so they were not used.",
    "externalIds": {
      "spotify": "1ZwAwymAUb2hTFTMxmNbL5"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Pause"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Pause and Pause Flow are one artist, not two. Spotify gives Jawad Asradi while TelQuel spells Jouad; preserve both transliterations. Tour dates shown on the generic Spotify page may include namesake event contamination, so they were not used.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:mehdiklibre",
    "name": "Mehdi K-Libre",
    "aliases": [
      "Mehdi K-libre",
      "K-Libre"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://www.bladi.net/img/logo/arton17739.webp",
      "source": "Bladi.net profile",
      "originalUrl": "https://www.bladi.net/mehdi-k-libre.html",
      "sourceUrl": "https://www.bladi.net/mehdi-k-libre.html",
      "needsReview": false
    },
    "city": "Meknes",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 98,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "strong",
        "description": "Le Matin identifies Mehdi Sbaii as a Meknes rapper with ten years in Morocco's national rap scene and documents his Moroccan collaborators.",
        "url": "https://lematin.ma/journal/2008/Portrait_Mehdi-K-Libre-la-force-du-verbe-/90434.html",
        "sourceTitle": "lematin.ma"
      },
      {
        "type": "media",
        "strength": "strong",
        "description": "The L'Boulevard press dossier records his 2005 Rap/Hip-Hop first prize and 2008 album L'Mraya.",
        "url": "https://ccme.org.ma/wp-content/uploads/2009/05/LBoulvart_DossierTremplin.pdf?x16388=",
        "sourceTitle": "ccme.org.ma"
      }
    ],
    "discography": [
      {
        "title": "L'Mraya",
        "type": "album",
        "year": 2008,
        "source": "https://lematin.ma/journal/2008/Portrait_Mehdi-K-Libre-la-force-du-verbe-/90434.html",
        "sources": [
          "https://lematin.ma/journal/2008/Portrait_Mehdi-K-Libre-la-force-du-verbe-/90434.html"
        ],
        "creditType": "primary"
      },
      {
        "title": "L3amer",
        "type": "single",
        "year": 2020,
        "source": "https://music.apple.com/us/artist/mehdi-k-libre/447061914",
        "sources": [
          "https://music.apple.com/us/artist/mehdi-k-libre/447061914"
        ],
        "creditType": "primary"
      },
      {
        "title": "Machi Omar Li 9telni",
        "type": "single",
        "year": 2021,
        "source": "https://music.apple.com/us/artist/mehdi-k-libre/447061914",
        "sources": [
          "https://music.apple.com/us/artist/mehdi-k-libre/447061914"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "appleMusic": "https://music.apple.com/us/artist/mehdi-k-libre/447061914",
      "youtube": "https://www.youtube.com/watch?v=9SI5e2SsPps",
      "soundcloud": "https://soundcloud.com/k-libre2012",
      "officialWebsite": "https://www.bladi.net/mehdi-k-libre.html"
    },
    "researchSources": [
      {
        "title": "Mehdi K-Libre research",
        "url": "https://www.bladi.net/mehdi-k-libre.html",
        "type": "moroccan_media",
        "publisher": "bladi.net"
      },
      {
        "title": "Mehdi K-Libre research",
        "url": "https://lematin.ma/journal/2008/Portrait_Mehdi-K-Libre-la-force-du-verbe-/90434.html",
        "type": "moroccan_media",
        "publisher": "lematin.ma"
      },
      {
        "title": "Mehdi K-Libre research",
        "url": "https://music.apple.com/us/artist/mehdi-k-libre/447061914",
        "type": "music_database",
        "publisher": "music.apple.com"
      }
    ],
    "researchNotes": "Clear domestic-scene veteran; no current curated record or alias matches him.",
    "externalIds": {
      "appleMusic": "447061914"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Mehdi K-libre"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Clear domestic-scene veteran; no current curated record or alias matches him.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T20:30:00.000Z"
  },
  {
    "id": "curated:nizzybee",
    "name": "Nizzy Bee",
    "aliases": [
      "Nizzy Bee"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eb18fe1bd6027b51fa4ae352b3",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/intl-fr/artist/5CoTcZkVFRhSWlyVThwdfo",
      "sourceUrl": "https://open.spotify.com/intl-fr/artist/5CoTcZkVFRhSWlyVThwdfo",
      "needsReview": false
    },
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 86,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "medium",
        "description": "The verified Spotify artist catalog is editorially connected to Moroccan Rap playlists and Moroccan peers, with a long catalog dating to 2010.",
        "url": "https://open.spotify.com/intl-fr/artist/5CoTcZkVFRhSWlyVThwdfo",
        "sourceTitle": "open.spotify.com"
      }
    ],
    "discography": [
      {
        "title": "Boite Vocal",
        "type": "album",
        "year": 2010,
        "source": "https://open.spotify.com/intl-fr/artist/5CoTcZkVFRhSWlyVThwdfo",
        "sources": [
          "https://open.spotify.com/intl-fr/artist/5CoTcZkVFRhSWlyVThwdfo"
        ],
        "creditType": "primary"
      },
      {
        "title": "INFINITY",
        "type": "album",
        "year": 2013,
        "source": "https://open.spotify.com/intl-fr/artist/5CoTcZkVFRhSWlyVThwdfo",
        "sources": [
          "https://open.spotify.com/intl-fr/artist/5CoTcZkVFRhSWlyVThwdfo"
        ],
        "creditType": "primary"
      },
      {
        "title": "9talni bghit nmoot",
        "type": "album",
        "year": 2015,
        "source": "https://open.spotify.com/intl-fr/artist/5CoTcZkVFRhSWlyVThwdfo",
        "sources": [
          "https://open.spotify.com/intl-fr/artist/5CoTcZkVFRhSWlyVThwdfo"
        ],
        "creditType": "primary"
      },
      {
        "title": "Gofast",
        "type": "album",
        "year": 2021,
        "source": "https://open.spotify.com/intl-fr/artist/5CoTcZkVFRhSWlyVThwdfo",
        "sources": [
          "https://open.spotify.com/intl-fr/artist/5CoTcZkVFRhSWlyVThwdfo"
        ],
        "creditType": "primary"
      },
      {
        "title": "GHALAT",
        "type": "ep",
        "year": 2021,
        "source": "https://open.spotify.com/intl-fr/artist/5CoTcZkVFRhSWlyVThwdfo",
        "sources": [
          "https://open.spotify.com/intl-fr/artist/5CoTcZkVFRhSWlyVThwdfo"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/intl-fr/artist/5CoTcZkVFRhSWlyVThwdfo",
      "instagram": "https://instagram.com/nizzy_bee",
      "officialWebsite": "https://open.spotify.com/intl-fr/artist/5CoTcZkVFRhSWlyVThwdfo"
    },
    "researchSources": [
      {
        "title": "Nizzy Bee public artist profile",
        "url": "https://open.spotify.com/intl-fr/artist/5CoTcZkVFRhSWlyVThwdfo",
        "type": "music_database",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Long-running, identity-consistent Moroccan rap catalog; missing from the curated dataset.",
    "externalIds": {
      "spotify": "5CoTcZkVFRhSWlyVThwdfo",
      "instagram": "nizzy_bee"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Nizzy Bee"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Long-running, identity-consistent Moroccan rap catalog; missing from the curated dataset.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:bludinero",
    "name": "BLUDINËRO",
    "aliases": [
      "BLUDINERO",
      "Bludi Bludinero"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://linktr.ee/og/image/rarebludinero.jpg",
      "source": "Artist-owned Linktree",
      "originalUrl": "https://linktr.ee/rarebludinero",
      "sourceUrl": "https://linktr.ee/rarebludinero",
      "needsReview": false
    },
    "city": "Meknes",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 79,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "medium",
        "description": "The artist-owned Linktree connects the exact stylized name to YouTube, Instagram and Spotify; the same catalog collaborates with Aujiss on 'Meknes Jacks' and uses Moroccan Darija.",
        "url": "https://linktr.ee/rarebludinero",
        "sourceTitle": "linktr.ee"
      },
      {
        "type": "media",
        "strength": "medium",
        "description": "Apple and Shazam agree on the same exact spelling, credits and 2024-2026 catalog.",
        "url": "https://music.apple.com/us/artist/bludin%C3%ABro/1710930580",
        "sourceTitle": "music.apple.com"
      }
    ],
    "discography": [
      {
        "title": "DABAB",
        "type": "single",
        "year": 2024,
        "source": "https://music.apple.com/us/artist/bludin%C3%ABro/1710930580",
        "sources": [
          "https://music.apple.com/us/artist/bludin%C3%ABro/1710930580"
        ],
        "creditType": "primary"
      },
      {
        "title": "ZAMAN",
        "type": "single",
        "year": 2025,
        "source": "https://music.apple.com/us/artist/bludin%C3%ABro/1710930580",
        "sources": [
          "https://music.apple.com/us/artist/bludin%C3%ABro/1710930580"
        ],
        "creditType": "primary"
      },
      {
        "title": "BIZZARE!!!",
        "type": "single",
        "year": 2025,
        "source": "https://www.shazam.com/song/1826491896/bizzare-feat-aujiss",
        "sources": [
          "https://www.shazam.com/song/1826491896/bizzare-feat-aujiss"
        ],
        "creditType": "primary"
      },
      {
        "title": "AKHIR AYAM DAYAE",
        "type": "album",
        "year": 2026,
        "source": "https://music.apple.com/us/artist/bludin%C3%ABro/1710930580",
        "sources": [
          "https://music.apple.com/us/artist/bludin%C3%ABro/1710930580"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "officialWebsite": "https://linktr.ee/rarebludinero",
      "youtube": "https://www.youtube.com/@rarebludevil",
      "instagram": "https://www.instagram.com/rarebludevil",
      "appleMusic": "https://music.apple.com/us/artist/bludin%C3%ABro/1710930580"
    },
    "researchSources": [
      {
        "title": "BLUDINËRO research",
        "url": "https://linktr.ee/rarebludinero",
        "type": "official",
        "publisher": "linktr.ee"
      },
      {
        "title": "BLUDINËRO research",
        "url": "https://music.apple.com/us/artist/bludin%C3%ABro/1710930580",
        "type": "music_database",
        "publisher": "music.apple.com"
      },
      {
        "title": "BLUDINËRO research",
        "url": "https://www.shazam.com/fr-fr/song/1795532791/meknes-jacks-feat-bludin%C3%ABro",
        "type": "music_database",
        "publisher": "shazam.com"
      }
    ],
    "researchNotes": "Artist-owned identity hub and a consistent Morocco-linked new-wave catalog make this a defensible underground addition; home city should remain qualified.",
    "externalIds": {
      "appleMusic": "1710930580",
      "instagram": "rarebludevil"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "BLUDINËRO"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Artist-owned identity hub and a consistent Morocco-linked new-wave catalog make this a defensible underground addition; home city should remain qualified.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T20:30:00.000Z"
  },
  {
    "id": "curated:hamza153",
    "name": "Hamza 15-3",
    "aliases": [
      "Hamza15-3"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://f4.bcbits.com/img/0013743452_21.jpg",
      "source": "Official Bandcamp artist thumbnail",
      "originalUrl": "https://hamza15-3.bandcamp.com/album/beatophile",
      "sourceUrl": "https://hamza15-3.bandcamp.com/album/beatophile",
      "needsReview": false
    },
    "city": "Meknes",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 94,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "strong",
        "description": "The artist's Bandcamp explicitly locates Hamza 15-3 in Meknes, Morocco.",
        "url": "https://hamza15-3.bandcamp.com/album/beatophile",
        "sourceTitle": "hamza15-3.bandcamp.com"
      },
      {
        "type": "media",
        "strength": "strong",
        "description": "A scholarly study of Moroccan rap analyzes multiple Hamza15-3 tracks and documents their release metadata.",
        "url": "https://www.researchgate.net/publication/373925323_Code-Switching_in_Moroccan_Rap_Music_The_Case_of_Male_Rappers",
        "sourceTitle": "researchgate.net"
      }
    ],
    "discography": [
      {
        "title": "Beatophile",
        "type": "album",
        "year": 2018,
        "source": "https://hamza15-3.bandcamp.com/album/beatophile",
        "sources": [
          "https://hamza15-3.bandcamp.com/album/beatophile"
        ],
        "creditType": "primary"
      },
      {
        "title": "Flex",
        "type": "track",
        "year": 2020,
        "source": "https://www.researchgate.net/publication/373925323_Code-Switching_in_Moroccan_Rap_Music_The_Case_of_Male_Rappers",
        "sources": [
          "https://www.researchgate.net/publication/373925323_Code-Switching_in_Moroccan_Rap_Music_The_Case_of_Male_Rappers"
        ],
        "creditType": "primary"
      },
      {
        "title": "Trips",
        "type": "album",
        "year": 2021,
        "source": "https://www.researchgate.net/publication/373925323_Code-Switching_in_Moroccan_Rap_Music_The_Case_of_Male_Rappers",
        "sources": [
          "https://www.researchgate.net/publication/373925323_Code-Switching_in_Moroccan_Rap_Music_The_Case_of_Male_Rappers"
        ],
        "creditType": "primary"
      },
      {
        "title": "Benediction",
        "type": "single",
        "year": 2022,
        "source": "https://www.researchgate.net/publication/373925323_Code-Switching_in_Moroccan_Rap_Music_The_Case_of_Male_Rappers",
        "sources": [
          "https://www.researchgate.net/publication/373925323_Code-Switching_in_Moroccan_Rap_Music_The_Case_of_Male_Rappers"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "officialWebsite": "https://hamza15-3.bandcamp.com/album/beatophile"
    },
    "researchSources": [
      {
        "title": "Hamza 15-3 research",
        "url": "https://hamza15-3.bandcamp.com/album/beatophile",
        "type": "music_database",
        "publisher": "hamza15-3.bandcamp.com"
      },
      {
        "title": "Hamza 15-3 research",
        "url": "https://www.researchgate.net/publication/373925323_Code-Switching_in_Moroccan_Rap_Music_The_Case_of_Male_Rappers",
        "type": "secondary",
        "publisher": "researchgate.net"
      }
    ],
    "researchNotes": "Direct artist-owned location plus independent scholarly treatment of his Moroccan rap catalog.",
    "externalIds": {},
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Hamza15-3"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Direct artist-owned location plus independent scholarly treatment of his Moroccan rap catalog.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T20:30:00.000Z"
  },
  {
    "id": "curated:clasickkid",
    "name": "Clasick kid",
    "aliases": [
      "Clasick Kid",
      "Clasickid"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://distrokid.imgix.net/https%3A%2F%2Fs3.amazonaws.com%2Fgather.fandalism.com%2Favatar-7BE352F9-F0BA-40B5-9AA7154CCC9C6784.PNG?fm=jpg&rect=54%2C52%2C710%2C711&q=75&w=600&s=7f6072d0327b6d5d0a5f184829b13e7d",
      "source": "Artist-owned Slaps profile",
      "originalUrl": "https://slaps.com/Clasickid",
      "sourceUrl": "https://slaps.com/Clasickid",
      "needsReview": false
    },
    "city": "Rabat / Sale scene",
    "country": "Morocco",
    "collectives": [
      "The Street Scientists"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 91,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "strong",
        "description": "An artist-owned profile identifies him as a Rabat-based Moroccan rapper/producer and founder of The Street Scientists.",
        "url": "https://slaps.com/Clasickid",
        "sourceTitle": "slaps.com"
      },
      {
        "type": "city",
        "strength": "strong",
        "description": "Tabadoul documents The Street Scientists as a rising Sale-scene rap group founded by Clasick Kid, Chicano and Mobb West.",
        "url": "https://www.tabadoul.org/?p=2682",
        "sourceTitle": "tabadoul.org"
      }
    ],
    "discography": [
      {
        "title": "Zig Zag",
        "type": "album",
        "year": 2021,
        "source": "https://open.spotify.com/album/20SC0qM1aK3ymvn9aKFf0d",
        "sources": [
          "https://open.spotify.com/album/20SC0qM1aK3ymvn9aKFf0d"
        ],
        "creditType": "primary"
      },
      {
        "title": "Lyrica",
        "type": "track",
        "year": 2023,
        "source": "https://www.shazam.com/song/1697193278/lyrica",
        "sources": [
          "https://www.shazam.com/song/1697193278/lyrica"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "instagram": "https://instagram.com/clasickkid/",
      "youtube": "https://youtube.com/channel/UCGhttnEmtXPiQHy5QhHmXIw",
      "officialWebsite": "https://slaps.com/Clasickid"
    },
    "researchSources": [
      {
        "title": "Clasick kid research",
        "url": "https://slaps.com/Clasickid",
        "type": "secondary",
        "publisher": "slaps.com"
      },
      {
        "title": "Clasick kid research",
        "url": "https://www.tabadoul.org/?p=2682",
        "type": "secondary",
        "publisher": "tabadoul.org"
      },
      {
        "title": "Clasick kid research",
        "url": "https://open.spotify.com/album/20SC0qM1aK3ymvn9aKFf0d",
        "type": "music_database",
        "publisher": "open.spotify.com"
      }
    ],
    "researchNotes": "Two independent sources resolve the spelling, city/scene and collective identity.",
    "externalIds": {
      "youtubeChannel": "UCGhttnEmtXPiQHy5QhHmXIw",
      "instagram": "clasickkid"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Clasick kid"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Two independent sources resolve the spelling, city/scene and collective identity.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T20:30:00.000Z"
  },
  {
    "id": "curated:xico92",
    "name": "Xico92",
    "aliases": [
      "Xico92",
      "Xico Del Barrio",
      "Chicano",
      "Xicano"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eb0af5ffc206aa3f67de5ca1c5",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/2itVA3dvdwCfRnc1TC8sPV",
      "sourceUrl": "https://open.spotify.com/artist/2itVA3dvdwCfRnc1TC8sPV",
      "needsReview": false
    },
    "city": "Temara / Rabat",
    "country": "Morocco",
    "collectives": [
      "The Street Scientists"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 91,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "strong",
        "description": "The matched Spotify ID's biography identifies Xico92/Chicano as a Temara-Rabat Moroccan rapper and Street Scientists co-founder.",
        "url": "https://www.musicmetricsvault.com/artists/xico92/2itVA3dvdwCfRnc1TC8sPV",
        "sourceTitle": "musicmetricsvault.com"
      },
      {
        "type": "media",
        "strength": "strong",
        "description": "Tabadoul independently lists Chicano among the collective's founders.",
        "url": "https://www.tabadoul.org/?p=2682",
        "sourceTitle": "tabadoul.org"
      }
    ],
    "discography": [
      {
        "title": "Truecaller",
        "type": "single",
        "year": 2023,
        "source": "https://music.apple.com/fr/artist/xico92/1500878537",
        "sources": [
          "https://music.apple.com/fr/artist/xico92/1500878537"
        ],
        "creditType": "primary"
      },
      {
        "title": "Livin Proof",
        "type": "single",
        "year": 2014,
        "source": "https://www.shazam.com/song/1578361280/livin-proof-feat-clasick-kid-xico92-mobb-west-afro-b",
        "sources": [
          "https://www.shazam.com/song/1578361280/livin-proof-feat-clasick-kid-xico92-mobb-west-afro-b"
        ],
        "creditType": "feature"
      },
      {
        "title": "Pill",
        "type": "single",
        "year": 2023,
        "source": "https://music.apple.com/fr/artist/xico92/1500878537",
        "sources": [
          "https://music.apple.com/fr/artist/xico92/1500878537"
        ],
        "creditType": "feature"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/artist/2itVA3dvdwCfRnc1TC8sPV",
      "appleMusic": "https://music.apple.com/fr/artist/xico92/1500878537",
      "officialWebsite": "https://www.musicmetricsvault.com/artists/xico92/2itVA3dvdwCfRnc1TC8sPV"
    },
    "researchSources": [
      {
        "title": "Xico92 research",
        "url": "https://www.musicmetricsvault.com/artists/xico92/2itVA3dvdwCfRnc1TC8sPV",
        "type": "secondary",
        "publisher": "musicmetricsvault.com"
      },
      {
        "title": "Xico92 research",
        "url": "https://www.tabadoul.org/?p=2682",
        "type": "secondary",
        "publisher": "tabadoul.org"
      },
      {
        "title": "Xico92 research",
        "url": "https://music.apple.com/fr/artist/xico92/1500878537",
        "type": "music_database",
        "publisher": "music.apple.com"
      },
      {
        "title": "Xico92 public artist profile",
        "url": "https://open.spotify.com/artist/2itVA3dvdwCfRnc1TC8sPV",
        "type": "music_database",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Alias group is resolved through the same collective history and identity-consistent catalog.",
    "externalIds": {
      "spotify": "2itVA3dvdwCfRnc1TC8sPV",
      "appleMusic": "1500878537"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Xico92"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Alias group is resolved through the same collective history and identity-consistent catalog.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:mobbwest",
    "name": "Mobb West",
    "aliases": [
      "Mobb west"
    ],
    "entityType": "rapper",
    "image": null,
    "city": "Sale scene",
    "country": "Morocco",
    "collectives": [
      "The Street Scientists"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 88,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "strong",
        "description": "Tabadoul names Mobb West as a founder of The Street Scientists, one of three rising Sale rap groups on its 2016 bill.",
        "url": "https://www.tabadoul.org/?p=2682",
        "sourceTitle": "tabadoul.org"
      },
      {
        "type": "media",
        "strength": "medium",
        "description": "The same name repeatedly co-occurs with verified founders Clasick kid and Xico92 across the catalog.",
        "url": "https://music.apple.com/fr/artist/xico92/1500878537",
        "sourceTitle": "music.apple.com"
      }
    ],
    "discography": [
      {
        "title": "Livin Proof",
        "type": "single",
        "year": 2014,
        "source": "https://www.shazam.com/song/1578361280/livin-proof-feat-clasick-kid-xico92-mobb-west-afro-b",
        "sources": [
          "https://www.shazam.com/song/1578361280/livin-proof-feat-clasick-kid-xico92-mobb-west-afro-b"
        ],
        "creditType": "feature"
      },
      {
        "title": "3ks",
        "type": "track",
        "year": 2021,
        "source": "https://open.spotify.com/album/20SC0qM1aK3ymvn9aKFf0d",
        "sources": [
          "https://open.spotify.com/album/20SC0qM1aK3ymvn9aKFf0d"
        ],
        "creditType": "feature"
      },
      {
        "title": "Pill",
        "type": "single",
        "year": 2023,
        "source": "https://music.apple.com/fr/album/pill-feat-mobb-west-xico92-clasick-kid-single/1721109039",
        "sources": [
          "https://music.apple.com/fr/album/pill-feat-mobb-west-xico92-clasick-kid-single/1721109039"
        ],
        "creditType": "feature"
      }
    ],
    "links": {
      "officialWebsite": "https://www.tabadoul.org/?p=2682"
    },
    "researchSources": [
      {
        "title": "Mobb West research",
        "url": "https://www.tabadoul.org/?p=2682",
        "type": "secondary",
        "publisher": "tabadoul.org"
      },
      {
        "title": "Mobb West research",
        "url": "https://www.shazam.com/song/1578361280/livin-proof-feat-clasick-kid-xico92-mobb-west-afro-b",
        "type": "music_database",
        "publisher": "shazam.com"
      },
      {
        "title": "Mobb West research",
        "url": "https://open.spotify.com/album/20SC0qM1aK3ymvn9aKFf0d",
        "type": "music_database",
        "publisher": "open.spotify.com"
      }
    ],
    "researchNotes": "Festival/community documentation and repeated collective catalog credits establish a real Sale-scene MC; no solo image is attached because identity safety wins over completeness.",
    "externalIds": {},
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Mobb West"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Festival/community documentation and repeated collective catalog credits establish a real Sale-scene MC; no solo image is attached because identity safety wins over completeness.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T20:30:00.000Z"
  },
  {
    "id": "curated:lordiethegoat",
    "name": "Lordie the Goat",
    "aliases": [
      "Lordie The Goat"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://is1-ssl.mzstatic.com/image/thumb/Music211/v4/a9/e8/ec/a9e8ec61-fa1a-c91b-c51f-fccfacd43964/3664216105446.png/400x400ac.jpg",
      "source": "Shazam/Apple matched artist profile",
      "originalUrl": "https://www.shazam.com/artist/lordie-the-goat/1481982237",
      "sourceUrl": "https://www.shazam.com/artist/lordie-the-goat/1481982237",
      "needsReview": false
    },
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "rising",
    "moroccanSceneScore": 87,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "medium",
        "description": "Shazam classifies the exact catalog as Maghreb Hip-Hop and links it to Lhaj, Loun, DEIMI and other Moroccan-scene peers.",
        "url": "https://www.shazam.com/artist/lordie-the-goat/1481982237",
        "sourceTitle": "shazam.com"
      },
      {
        "type": "media",
        "strength": "medium",
        "description": "Spotify-derived genre metadata classifies the same release catalog as Moroccan Rap / Arabic Hip Hop.",
        "url": "https://volt.fm/artist/386159/lordie-the-goat",
        "sourceTitle": "volt.fm"
      }
    ],
    "discography": [
      {
        "title": "FREE LORDIE",
        "type": "single",
        "year": 2021,
        "source": "https://www.shazam.com/artist/lordie-the-goat/1481982237",
        "sources": [
          "https://www.shazam.com/artist/lordie-the-goat/1481982237"
        ],
        "creditType": "primary"
      },
      {
        "title": "DYSTOPIA",
        "type": "album",
        "year": 2022,
        "source": "https://www.shazam.com/artist/lordie-the-goat/1481982237",
        "sources": [
          "https://www.shazam.com/artist/lordie-the-goat/1481982237"
        ],
        "creditType": "primary"
      },
      {
        "title": "MO GOTTI",
        "type": "single",
        "year": 2024,
        "source": "https://www.shazam.com/artist/lordie-the-goat/1481982237",
        "sources": [
          "https://www.shazam.com/artist/lordie-the-goat/1481982237"
        ],
        "creditType": "primary"
      },
      {
        "title": "WISE UP",
        "type": "single",
        "year": 2025,
        "source": "https://www.shazam.com/artist/lordie-the-goat/1481982237",
        "sources": [
          "https://www.shazam.com/artist/lordie-the-goat/1481982237"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "appleMusic": "https://music.apple.com/ma/artist/lordie-the-goat/1481982237",
      "officialWebsite": "https://www.shazam.com/artist/lordie-the-goat/1481982237"
    },
    "researchSources": [
      {
        "title": "Lordie the Goat research",
        "url": "https://www.shazam.com/artist/lordie-the-goat/1481982237",
        "type": "music_database",
        "publisher": "shazam.com"
      },
      {
        "title": "Lordie the Goat research",
        "url": "https://volt.fm/artist/386159/lordie-the-goat",
        "type": "secondary",
        "publisher": "volt.fm"
      }
    ],
    "researchNotes": "Two catalog systems independently identify the same act as Moroccan/Maghreb hip-hop with repeated domestic-scene collaborations.",
    "externalIds": {
      "appleMusic": "1481982237"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Lordie the Goat"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Two catalog systems independently identify the same act as Moroccan/Maghreb hip-hop with repeated domestic-scene collaborations.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T20:30:00.000Z"
  },
  {
    "id": "curated:otsygma",
    "name": "Ot Sygma",
    "aliases": [
      "OT Sygma"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://is1-ssl.mzstatic.com/image/thumb/Music116/v4/f8/4a/00/f84a0062-14e8-359e-03bf-1e1c4c2e71e9/artwork.jpg/1200x630cw.png",
      "source": "Apple Music artist profile",
      "originalUrl": "https://music.apple.com/us/artist/ot-sygma/1580622666",
      "sourceUrl": "https://music.apple.com/us/artist/ot-sygma/1580622666",
      "needsReview": false
    },
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "rising",
    "moroccanSceneScore": 85,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "strong",
        "description": "A curated North African rap special explicitly presents OT Sygma's 'Python' among Moroccan selections including Issam, Stormy, ElGrandeToto and Dollypran.",
        "url": "https://www.balamii.com/shows/sid-elmachhour-north-african-rap-special-w-l%C3%A9o-zegga%C3%AF",
        "sourceTitle": "balamii.com"
      },
      {
        "type": "media",
        "strength": "medium",
        "description": "The identity-consistent Apple catalog includes Marrakech Atlanta and Moroccan-scene collaborators Anasx4, Pweepa and 100Alien.",
        "url": "https://music.apple.com/us/artist/ot-sygma/1580622666",
        "sourceTitle": "music.apple.com"
      }
    ],
    "discography": [
      {
        "title": "Element X",
        "type": "single",
        "year": 2022,
        "source": "https://music.apple.com/us/artist/ot-sygma/1580622666",
        "sources": [
          "https://music.apple.com/us/artist/ot-sygma/1580622666"
        ],
        "creditType": "primary"
      },
      {
        "title": "Vizion",
        "type": "ep",
        "year": 2023,
        "source": "https://music.apple.com/us/artist/ot-sygma/1580622666",
        "sources": [
          "https://music.apple.com/us/artist/ot-sygma/1580622666"
        ],
        "creditType": "primary"
      },
      {
        "title": "Marrakech Atlanta",
        "type": "single",
        "year": 2024,
        "source": "https://music.apple.com/us/artist/ot-sygma/1580622666",
        "sources": [
          "https://music.apple.com/us/artist/ot-sygma/1580622666"
        ],
        "creditType": "primary"
      },
      {
        "title": "JANVIER",
        "type": "album",
        "year": 2025,
        "source": "https://music.apple.com/us/artist/ot-sygma/1580622666",
        "sources": [
          "https://music.apple.com/us/artist/ot-sygma/1580622666"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "appleMusic": "https://music.apple.com/us/artist/ot-sygma/1580622666",
      "officialWebsite": "https://www.balamii.com/shows/sid-elmachhour-north-african-rap-special-w-l%C3%A9o-zegga%C3%AF"
    },
    "researchSources": [
      {
        "title": "Ot Sygma research",
        "url": "https://www.balamii.com/shows/sid-elmachhour-north-african-rap-special-w-l%C3%A9o-zegga%C3%AF",
        "type": "secondary",
        "publisher": "balamii.com"
      },
      {
        "title": "Ot Sygma research",
        "url": "https://music.apple.com/us/artist/ot-sygma/1580622666",
        "type": "music_database",
        "publisher": "music.apple.com"
      }
    ],
    "researchNotes": "Independent scene programming plus a clean, cross-linked catalog supports inclusion.",
    "externalIds": {
      "appleMusic": "1580622666"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Ot Sygma"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Independent scene programming plus a clean, cross-linked catalog supports inclusion.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T20:30:00.000Z"
  },
  {
    "id": "curated:100alien",
    "name": "100Alien",
    "aliases": [
      "100 Alien"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5ebb1015c2502cf9176db6fdcdd",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/intl-de/artist/0WSNCqjksPt4RrSitACgLW",
      "sourceUrl": "https://open.spotify.com/intl-de/artist/0WSNCqjksPt4RrSitACgLW",
      "needsReview": false
    },
    "city": "Safi signal; home city not explicitly stated",
    "country": "Morocco",
    "collectives": [
      "1HUNNA"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "rising",
    "moroccanSceneScore": 84,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "strong",
        "description": "The artist's Spotify profile identifies him as a 1HUNNA founder and places him in Jadid Rap and Editors' Picks: The Moroccan New Wave.",
        "url": "https://open.spotify.com/intl-de/artist/0WSNCqjksPt4RrSitACgLW",
        "sourceTitle": "open.spotify.com"
      }
    ],
    "discography": [
      {
        "title": "SWING",
        "type": "single",
        "year": 2022,
        "source": "https://open.spotify.com/intl-de/artist/0WSNCqjksPt4RrSitACgLW",
        "sources": [
          "https://open.spotify.com/intl-de/artist/0WSNCqjksPt4RrSitACgLW"
        ],
        "creditType": "primary"
      },
      {
        "title": "Everything Asfi",
        "type": "album",
        "year": 2024,
        "source": "https://open.spotify.com/intl-de/artist/0WSNCqjksPt4RrSitACgLW",
        "sources": [
          "https://open.spotify.com/intl-de/artist/0WSNCqjksPt4RrSitACgLW"
        ],
        "creditType": "primary"
      },
      {
        "title": "TOTTI",
        "type": "single",
        "year": 2024,
        "source": "https://open.spotify.com/intl-de/artist/0WSNCqjksPt4RrSitACgLW",
        "sources": [
          "https://open.spotify.com/intl-de/artist/0WSNCqjksPt4RrSitACgLW"
        ],
        "creditType": "primary"
      },
      {
        "title": "AUTONOME",
        "type": "single",
        "year": 2025,
        "source": "https://open.spotify.com/intl-de/artist/0WSNCqjksPt4RrSitACgLW",
        "sources": [
          "https://open.spotify.com/intl-de/artist/0WSNCqjksPt4RrSitACgLW"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/intl-de/artist/0WSNCqjksPt4RrSitACgLW",
      "instagram": "https://instagram.com/alien.1hunna",
      "officialWebsite": "https://open.spotify.com/intl-de/artist/0WSNCqjksPt4RrSitACgLW"
    },
    "researchSources": [
      {
        "title": "100Alien public artist profile",
        "url": "https://open.spotify.com/intl-de/artist/0WSNCqjksPt4RrSitACgLW",
        "type": "music_database",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Artist-owned catalog and platform editorial placement explicitly position him in Morocco's new wave.",
    "externalIds": {
      "spotify": "0WSNCqjksPt4RrSitACgLW",
      "instagram": "alien.1hunna"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "100Alien"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Artist-owned catalog and platform editorial placement explicitly position him in Morocco's new wave.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:pweepa",
    "name": "Pweepa",
    "aliases": [
      "PWEEPA"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://is1-ssl.mzstatic.com/image/thumb/Music211/v4/89/86/6e/89866e85-2289-4638-9e0a-de6dd714a0bc/7333583580694.jpg/1200x630cw.png",
      "source": "Apple Music artist profile",
      "originalUrl": "https://music.apple.com/fr/artist/pweepa/1493175239",
      "sourceUrl": "https://music.apple.com/fr/artist/pweepa/1493175239",
      "needsReview": false
    },
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 80,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "medium",
        "description": "The identity-consistent Apple/Shazam catalog is embedded in the same new-wave graph as Obito.Triple3, Ot Sygma, DEIMI and Moroccan collaborators, with Darija-titled releases.",
        "url": "https://www.shazam.com/fr-fr/artist/pweepa/1493175239",
        "sourceTitle": "shazam.com"
      }
    ],
    "discography": [
      {
        "title": "BuLLshiT mUsiC FOR SIMPLE ppL",
        "type": "ep",
        "year": 2024,
        "source": "https://www.shazam.com/fr-fr/artist/pweepa/1493175239",
        "sources": [
          "https://www.shazam.com/fr-fr/artist/pweepa/1493175239"
        ],
        "creditType": "primary"
      },
      {
        "title": "Barzzz",
        "type": "ep",
        "year": 2025,
        "source": "https://www.shazam.com/fr-fr/artist/pweepa/1493175239",
        "sources": [
          "https://www.shazam.com/fr-fr/artist/pweepa/1493175239"
        ],
        "creditType": "primary"
      },
      {
        "title": "it takes two",
        "type": "ep",
        "year": 2026,
        "source": "https://music.apple.com/fr/artist/pweepa/1493175239",
        "sources": [
          "https://music.apple.com/fr/artist/pweepa/1493175239"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "appleMusic": "https://music.apple.com/fr/artist/pweepa/1493175239",
      "officialWebsite": "https://www.shazam.com/fr-fr/artist/pweepa/1493175239"
    },
    "researchSources": [
      {
        "title": "Pweepa research",
        "url": "https://www.shazam.com/fr-fr/artist/pweepa/1493175239",
        "type": "music_database",
        "publisher": "shazam.com"
      },
      {
        "title": "Pweepa research",
        "url": "https://music.apple.com/fr/artist/pweepa/1493175239",
        "type": "music_database",
        "publisher": "music.apple.com"
      }
    ],
    "researchNotes": "A coherent, cross-service underground catalog is strongly embedded in Morocco's documented new-wave artist graph.",
    "externalIds": {
      "appleMusic": "1493175239"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Pweepa"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "A coherent, cross-service underground catalog is strongly embedded in Morocco's documented new-wave artist graph.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T20:30:00.000Z"
  },
  {
    "id": "curated:fellg",
    "name": "Fell'g",
    "aliases": [
      "Fell’G"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://www.hiersoiraparis.com/wp-content/uploads/2022/10/IMG_1241.jpg",
      "source": "Fell'g interview; photo credited Hamza Rochdi",
      "originalUrl": "https://www.hiersoiraparis.com/agenda/fellg-le-rappeur-qui-mele-darija-hip-hop-et-paix-interieure.html",
      "sourceUrl": "https://www.hiersoiraparis.com/agenda/fellg-le-rappeur-qui-mele-darija-hip-hop-et-paix-interieure.html",
      "needsReview": false
    },
    "city": "Casablanca",
    "country": "Morocco",
    "collectives": [
      "Morrocans with attitude"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 97,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "strong",
        "description": "A full interview identifies Fell'g as a Casablanca Moroccan rapper, documents his collective history, Darija performance and views on Morocco's rap industry.",
        "url": "https://www.hiersoiraparis.com/agenda/fellg-le-rappeur-qui-mele-darija-hip-hop-et-paix-interieure.html",
        "sourceTitle": "hiersoiraparis.com"
      }
    ],
    "discography": [
      {
        "title": "Dimension",
        "type": "single",
        "year": 2020,
        "source": "https://music.apple.com/fr/artist/fellg/1461437087",
        "sources": [
          "https://music.apple.com/fr/artist/fellg/1461437087"
        ],
        "creditType": "primary"
      },
      {
        "title": "5 Njoum",
        "type": "single",
        "year": 2021,
        "source": "https://music.apple.com/fr/artist/fellg/1461437087",
        "sources": [
          "https://music.apple.com/fr/artist/fellg/1461437087"
        ],
        "creditType": "primary"
      },
      {
        "title": "Breathe",
        "type": "single",
        "year": 2022,
        "source": "https://music.apple.com/fr/artist/fellg/1461437087",
        "sources": [
          "https://music.apple.com/fr/artist/fellg/1461437087"
        ],
        "creditType": "primary"
      },
      {
        "title": "Spike lee",
        "type": "single",
        "year": 2024,
        "source": "https://music.apple.com/fr/artist/fellg/1461437087",
        "sources": [
          "https://music.apple.com/fr/artist/fellg/1461437087"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "instagram": "https://www.instagram.com/fellgfromanotherkawkab/",
      "appleMusic": "https://music.apple.com/fr/artist/fellg/1461437087",
      "officialWebsite": "https://www.hiersoiraparis.com/agenda/fellg-le-rappeur-qui-mele-darija-hip-hop-et-paix-interieure.html"
    },
    "researchSources": [
      {
        "title": "Fell'g research",
        "url": "https://www.hiersoiraparis.com/agenda/fellg-le-rappeur-qui-mele-darija-hip-hop-et-paix-interieure.html",
        "type": "secondary",
        "publisher": "hiersoiraparis.com"
      },
      {
        "title": "Fell'g research",
        "url": "https://music.apple.com/fr/artist/fellg/1461437087",
        "type": "music_database",
        "publisher": "music.apple.com"
      }
    ],
    "researchNotes": "Direct interview provides unusually strong scene, city, identity and career evidence.",
    "externalIds": {
      "appleMusic": "1461437087",
      "instagram": "fellgfromanotherkawkab"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "Fell'g"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Direct interview provides unusually strong scene, city, identity and career evidence.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T20:30:00.000Z"
  },
  {
    "id": "curated:lmountadar",
    "name": "l'mountadar",
    "aliases": [
      "L’Mountadar"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://is1-ssl.mzstatic.com/image/thumb/AMCArtistImages126/v4/fc/2b/a1/fc2ba180-88fc-fb9c-c12e-b66c181281f4/b1338839-8190-43d0-9d61-0d68f0d5e183_ami-identity-db64e6c46b376266d68eb9fe2047e593-2023-06-07T13-14-14.368Z_cropped.png/1200x630cw.png",
      "source": "Apple Music artist profile",
      "originalUrl": "https://music.apple.com/us/artist/lmountadar/1536532591",
      "sourceUrl": "https://music.apple.com/us/artist/lmountadar/1536532591",
      "needsReview": false
    },
    "city": "Fes",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "rising",
    "moroccanSceneScore": 96,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "strong",
        "description": "Apple explicitly lists the artist as Hip-Hop/Rap from Fes, Morocco.",
        "url": "https://music.apple.com/us/artist/lmountadar/1536532591",
        "sourceTitle": "music.apple.com"
      },
      {
        "type": "media",
        "strength": "strong",
        "description": "Soundcharts independently identifies Oussama/L'Mountadar as a Moroccan rapper from Fez, active since 2019.",
        "url": "https://soundcharts.com/en/artist/baa1da06-e90c-45ed-a19d-c5b4e18b7b97",
        "sourceTitle": "soundcharts.com"
      }
    ],
    "discography": [
      {
        "title": "FRAME",
        "type": "ep",
        "year": 2024,
        "source": "https://www.shazam.com/song/1803967087/am-nux",
        "sources": [
          "https://www.shazam.com/song/1803967087/am-nux"
        ],
        "creditType": "primary"
      },
      {
        "title": "INFERNO",
        "type": "ep",
        "year": 2025,
        "source": "https://music.apple.com/us/artist/lmountadar/1536532591",
        "sources": [
          "https://music.apple.com/us/artist/lmountadar/1536532591"
        ],
        "creditType": "primary"
      },
      {
        "title": "NUMBED",
        "type": "single",
        "year": 2026,
        "source": "https://music.apple.com/us/artist/lmountadar/1536532591",
        "sources": [
          "https://music.apple.com/us/artist/lmountadar/1536532591"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "appleMusic": "https://music.apple.com/us/artist/lmountadar/1536532591",
      "officialWebsite": "https://music.apple.com/us/artist/lmountadar/1536532591"
    },
    "researchSources": [
      {
        "title": "l'mountadar research",
        "url": "https://music.apple.com/us/artist/lmountadar/1536532591",
        "type": "music_database",
        "publisher": "music.apple.com"
      },
      {
        "title": "l'mountadar research",
        "url": "https://soundcharts.com/en/artist/baa1da06-e90c-45ed-a19d-c5b4e18b7b97",
        "type": "secondary",
        "publisher": "soundcharts.com"
      }
    ],
    "researchNotes": "Two independent sources provide exact identity, city and rap role.",
    "externalIds": {
      "appleMusic": "1536532591"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "L'MOUNTADAR"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Two independent sources provide exact identity, city and rap role.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T20:30:00.000Z"
  },
  {
    "id": "curated:sboy",
    "name": "s-boy",
    "aliases": [
      "S-Boy"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://is1-ssl.mzstatic.com/image/thumb/AMCArtistImages221/v4/20/98/c6/2098c65b-9c83-697c-cc7a-9bcf047920d5/ami-identity-e90c1f2207a14f712e2508cbba68a266-2025-12-02T16-00-05.476Z_cropped.png/1200x630cw.png",
      "source": "Apple Music artist profile",
      "originalUrl": "https://music.apple.com/us/artist/s-boy/1507710967",
      "sourceUrl": "https://music.apple.com/us/artist/s-boy/1507710967",
      "needsReview": false
    },
    "city": "Kenitra",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "rising",
    "moroccanSceneScore": 94,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "strong",
        "description": "Apple explicitly lists s-boy as Hip-Hop/Rap from Kenitra, Morocco, with an identity-consistent catalog and Moroccan collaborators Abduh and Shaw.",
        "url": "https://music.apple.com/us/artist/s-boy/1507710967",
        "sourceTitle": "music.apple.com"
      }
    ],
    "discography": [
      {
        "title": "Tal Infini",
        "type": "single",
        "year": 2020,
        "source": "https://music.apple.com/us/artist/s-boy/1507710967",
        "sources": [
          "https://music.apple.com/us/artist/s-boy/1507710967"
        ],
        "creditType": "primary"
      },
      {
        "title": "59 Empire",
        "type": "single",
        "year": 2021,
        "source": "https://music.apple.com/us/artist/s-boy/1507710967",
        "sources": [
          "https://music.apple.com/us/artist/s-boy/1507710967"
        ],
        "creditType": "primary"
      },
      {
        "title": "Ça Fait Mal",
        "type": "single",
        "year": 2022,
        "source": "https://music.apple.com/us/artist/s-boy/1507710967",
        "sources": [
          "https://music.apple.com/us/artist/s-boy/1507710967"
        ],
        "creditType": "primary"
      },
      {
        "title": "FOUTINI WALLAH",
        "type": "single",
        "year": 2025,
        "source": "https://music.apple.com/us/artist/s-boy/1507710967",
        "sources": [
          "https://music.apple.com/us/artist/s-boy/1507710967"
        ],
        "creditType": "feature"
      }
    ],
    "links": {
      "appleMusic": "https://music.apple.com/us/artist/s-boy/1507710967",
      "officialWebsite": "https://music.apple.com/us/artist/s-boy/1507710967"
    },
    "researchSources": [
      {
        "title": "s-boy research",
        "url": "https://music.apple.com/us/artist/s-boy/1507710967",
        "type": "music_database",
        "publisher": "music.apple.com"
      }
    ],
    "researchNotes": "Exact city, country, role and catalog are verified on one stable artist ID.",
    "externalIds": {
      "appleMusic": "1507710967"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "s-boy"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Exact city, country, role and catalog are verified on one stable artist ID.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T20:30:00.000Z"
  },
  {
    "id": "curated:aymanhero",
    "name": "Ayman Hero",
    "aliases": [
      "ayman hero"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eb323dfb19e1335ac0eb579a27",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/intl-fr/artist/3OAbzqePDcmnjEzZWbk96T",
      "sourceUrl": "https://open.spotify.com/intl-fr/artist/3OAbzqePDcmnjEzZWbk96T",
      "needsReview": false
    },
    "city": "Casablanca (Derb Sultan)",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "rising",
    "moroccanSceneScore": 99,
    "sceneEvidence": [
      {
        "type": "festival",
        "strength": "strong",
        "description": "Official L'Boulevard profile labels him RAP - MAROC, identifies him as a young Derb Sultan rapper and records his 2022 Tremplin Rap/Hip-Hop first prize.",
        "url": "https://2023.boulevard.ma/artistes/ayman-hero/",
        "sourceTitle": "2023.boulevard.ma"
      }
    ],
    "discography": [
      {
        "title": "ESPOIR",
        "type": "single",
        "source": "https://open.spotify.com/artist/3OAbzqePDcmnjEzZWbk96T",
        "sources": [
          "https://open.spotify.com/artist/3OAbzqePDcmnjEzZWbk96T"
        ],
        "creditType": "primary"
      },
      {
        "title": "Allo Ouesh",
        "type": "single",
        "year": 2023,
        "source": "https://www.viberate.com/artist/ayman-hero/",
        "sources": [
          "https://www.viberate.com/artist/ayman-hero/"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "youtube": "https://www.youtube.com/channel/UCfS2b2g1sGUZBgVFHRk_mCQ",
      "spotify": "https://open.spotify.com/intl-fr/artist/3OAbzqePDcmnjEzZWbk96T",
      "instagram": "https://www.instagram.com/hero.oofficiel/",
      "officialWebsite": "https://2023.boulevard.ma/artistes/ayman-hero/"
    },
    "researchSources": [
      {
        "title": "Ayman Hero research",
        "url": "https://2023.boulevard.ma/artistes/ayman-hero/",
        "type": "festival",
        "publisher": "2023.boulevard.ma"
      },
      {
        "title": "Ayman Hero research",
        "url": "https://open.spotify.com/artist/3OAbzqePDcmnjEzZWbk96T",
        "type": "music_database",
        "publisher": "open.spotify.com"
      },
      {
        "title": "Ayman Hero public artist profile",
        "url": "https://open.spotify.com/intl-fr/artist/3OAbzqePDcmnjEzZWbk96T",
        "type": "music_database",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Official Moroccan festival profile provides decisive city, role and competition evidence.",
    "externalIds": {
      "spotify": "3OAbzqePDcmnjEzZWbk96T",
      "youtubeChannel": "UCfS2b2g1sGUZBgVFHRk_mCQ",
      "instagram": "hero.oofficiel"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "ayman hero"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Official Moroccan festival profile provides decisive city, role and competition evidence.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:yvzid",
    "name": "Yvzid",
    "aliases": [
      "yvzid",
      "Yazid"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eb2554dd0f87ed330766f330ee",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/1hiAzHtDperYB5FhcWzJsW",
      "sourceUrl": "https://open.spotify.com/artist/1hiAzHtDperYB5FhcWzJsW",
      "needsReview": false
    },
    "city": "Rabat / Sale",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "rising",
    "moroccanSceneScore": 94,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "strong",
        "description": "Universal Music identifies Elyazid Bensada/Yvzid as a Moroccan artist born in Rabat, documents his Rabat performance and collaboration with Figoshin.",
        "url": "https://universalmusic.fr/artistes/37008800122",
        "sourceTitle": "universalmusic.fr"
      },
      {
        "type": "city",
        "strength": "strong",
        "description": "His artist-owned profile describes him as a Sale-based Moroccan urban artist.",
        "url": "https://slaps.com/Yvzid",
        "sourceTitle": "slaps.com"
      }
    ],
    "discography": [
      {
        "title": "Eurêka",
        "type": "ep",
        "year": 2022,
        "source": "https://universalmusic.fr/artistes/37008800122",
        "sources": [
          "https://universalmusic.fr/artistes/37008800122"
        ],
        "creditType": "primary"
      },
      {
        "title": "Méditerranée",
        "type": "ep",
        "year": 2022,
        "source": "https://universalmusic.fr/artistes/37008800122",
        "sources": [
          "https://universalmusic.fr/artistes/37008800122"
        ],
        "creditType": "primary"
      },
      {
        "title": "ASL",
        "type": "album",
        "year": 2023,
        "source": "https://open.spotify.com/artist/1hiAzHtDperYB5FhcWzJsW",
        "sources": [
          "https://open.spotify.com/artist/1hiAzHtDperYB5FhcWzJsW"
        ],
        "creditType": "primary"
      },
      {
        "title": "L8.CALL",
        "type": "album",
        "year": 2025,
        "source": "https://open.spotify.com/artist/1hiAzHtDperYB5FhcWzJsW",
        "sources": [
          "https://open.spotify.com/artist/1hiAzHtDperYB5FhcWzJsW"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "instagram": "https://www.instagram.com/yvzidd",
      "youtube": "https://www.youtube.com/c/yvzid",
      "spotify": "https://open.spotify.com/artist/1hiAzHtDperYB5FhcWzJsW",
      "appleMusic": "https://music.apple.com/fr/artist/1519889365",
      "officialWebsite": "https://universalmusic.fr/artistes/37008800122"
    },
    "researchSources": [
      {
        "title": "Yvzid research",
        "url": "https://universalmusic.fr/artistes/37008800122",
        "type": "official",
        "publisher": "universalmusic.fr"
      },
      {
        "title": "Yvzid research",
        "url": "https://slaps.com/Yvzid",
        "type": "secondary",
        "publisher": "slaps.com"
      },
      {
        "title": "Yvzid public artist profile",
        "url": "https://open.spotify.com/artist/1hiAzHtDperYB5FhcWzJsW",
        "type": "music_database",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Label biography, artist profile, city performances and domestic collaborations all agree.",
    "externalIds": {
      "spotify": "1hiAzHtDperYB5FhcWzJsW",
      "instagram": "yvzidd"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "yvzid"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Label biography, artist profile, city performances and domestic collaborations all agree.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:mirv48",
    "name": "Mirv48",
    "aliases": [
      "mirv48"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eb65a7d2704d812dd183a2d883",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/2ORmu3PJ825VSiXknGy6Ma",
      "sourceUrl": "https://open.spotify.com/artist/2ORmu3PJ825VSiXknGy6Ma",
      "needsReview": false
    },
    "city": "Oujda",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "rising",
    "moroccanSceneScore": 96,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "strong",
        "description": "The exact Spotify artist biography identifies Mirv48 as a rapper/songwriter from Oujda bringing a modern Moroccan sound and representing his city and generation.",
        "url": "https://open.spotify.com/artist/2ORmu3PJ825VSiXknGy6Ma",
        "sourceTitle": "open.spotify.com"
      }
    ],
    "discography": [
      {
        "title": "WAIT",
        "type": "single",
        "year": 2020,
        "source": "https://open.spotify.com/artist/2ORmu3PJ825VSiXknGy6Ma",
        "sources": [
          "https://open.spotify.com/artist/2ORmu3PJ825VSiXknGy6Ma"
        ],
        "creditType": "primary"
      },
      {
        "title": "2 KHTAWI",
        "type": "ep",
        "year": 2024,
        "source": "https://open.spotify.com/artist/2ORmu3PJ825VSiXknGy6Ma",
        "sources": [
          "https://open.spotify.com/artist/2ORmu3PJ825VSiXknGy6Ma"
        ],
        "creditType": "primary"
      },
      {
        "title": "COLD PALMER",
        "type": "single",
        "year": 2025,
        "source": "https://music.apple.com/us/artist/mirv48/1543954365",
        "sources": [
          "https://music.apple.com/us/artist/mirv48/1543954365"
        ],
        "creditType": "primary"
      },
      {
        "title": "BERETTA",
        "type": "single",
        "year": 2026,
        "source": "https://music.apple.com/us/artist/mirv48/1543954365",
        "sources": [
          "https://music.apple.com/us/artist/mirv48/1543954365"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/artist/2ORmu3PJ825VSiXknGy6Ma",
      "appleMusic": "https://music.apple.com/us/artist/mirv48/1543954365",
      "officialWebsite": "https://open.spotify.com/artist/2ORmu3PJ825VSiXknGy6Ma"
    },
    "researchSources": [
      {
        "title": "Mirv48 public artist profile",
        "url": "https://open.spotify.com/artist/2ORmu3PJ825VSiXknGy6Ma",
        "type": "music_database",
        "publisher": "Spotify"
      },
      {
        "title": "Mirv48 research",
        "url": "https://music.apple.com/us/artist/mirv48/1543954365",
        "type": "music_database",
        "publisher": "music.apple.com"
      }
    ],
    "researchNotes": "Exact artist profile supplies explicit city and domestic-scene positioning, with a consistent catalog across services.",
    "externalIds": {
      "spotify": "2ORmu3PJ825VSiXknGy6Ma",
      "appleMusic": "1543954365"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "mirv48"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Exact artist profile supplies explicit city and domestic-scene positioning, with a consistent catalog across services.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:youss45",
    "name": "Youss45",
    "aliases": [
      "youss45",
      "Youssef 45"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eb5ba38dc8364ec6a26cbf471d",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/intl-fr/artist/29uxxiM8ZlrW5DZKsyA8lv",
      "sourceUrl": "https://open.spotify.com/intl-fr/artist/29uxxiM8ZlrW5DZKsyA8lv",
      "needsReview": false
    },
    "city": "Fes",
    "country": "Morocco",
    "collectives": [
      "Deadly Snacks (former)"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 99,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "strong",
        "description": "The exact Spotify profile identifies Youssef El Meliani El Idrissi/Youss45 as a Fez-born and raised Moroccan rapper and documents his local group history.",
        "url": "https://open.spotify.com/intl-fr/artist/29uxxiM8ZlrW5DZKsyA8lv",
        "sourceTitle": "open.spotify.com"
      },
      {
        "type": "media",
        "strength": "strong",
        "description": "DimaTop independently profiles him as a Moroccan rapper from Fez with a prolific domestic-scene career.",
        "url": "https://dimatopmagazine.com/music-critics/rapper-youss45-king/",
        "sourceTitle": "dimatopmagazine.com"
      }
    ],
    "discography": [
      {
        "title": "Despite Your Mother",
        "type": "mixtape",
        "year": 2014,
        "source": "https://dimatopmagazine.com/music-critics/rapper-youss45-king/",
        "sources": [
          "https://dimatopmagazine.com/music-critics/rapper-youss45-king/"
        ],
        "creditType": "primary"
      },
      {
        "title": "9rib b3id",
        "type": "album",
        "year": 2017,
        "source": "https://dimatopmagazine.com/music-critics/rapper-youss45-king/",
        "sources": [
          "https://dimatopmagazine.com/music-critics/rapper-youss45-king/"
        ],
        "creditType": "primary"
      },
      {
        "title": "Ar9am",
        "type": "album",
        "year": 2021,
        "source": "https://open.spotify.com/intl-fr/artist/29uxxiM8ZlrW5DZKsyA8lv",
        "sources": [
          "https://open.spotify.com/intl-fr/artist/29uxxiM8ZlrW5DZKsyA8lv"
        ],
        "creditType": "primary"
      },
      {
        "title": "Octobre",
        "type": "single",
        "year": 2024,
        "source": "https://www.shazam.com/fr-fr/song/1772512132/youss45-boss",
        "sources": [
          "https://www.shazam.com/fr-fr/song/1772512132/youss45-boss"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/intl-fr/artist/29uxxiM8ZlrW5DZKsyA8lv",
      "instagram": "https://instagram.com/youss45.life",
      "youtube": "https://www.youtube.com/channel/UCMAOj4y6srdpC1kRaQtlaLg",
      "officialWebsite": "https://open.spotify.com/intl-fr/artist/29uxxiM8ZlrW5DZKsyA8lv"
    },
    "researchSources": [
      {
        "title": "Youss45 public artist profile",
        "url": "https://open.spotify.com/intl-fr/artist/29uxxiM8ZlrW5DZKsyA8lv",
        "type": "music_database",
        "publisher": "Spotify"
      },
      {
        "title": "Youss45 research",
        "url": "https://dimatopmagazine.com/music-critics/rapper-youss45-king/",
        "type": "moroccan_media",
        "publisher": "dimatopmagazine.com"
      },
      {
        "title": "Youss45 research",
        "url": "https://www.youtube.com/watch?v=0PUTSAszE8M",
        "type": "official",
        "publisher": "youtube.com"
      }
    ],
    "researchNotes": "Multiple independent sources resolve identity, exact city and a long domestic rap career.",
    "externalIds": {
      "spotify": "29uxxiM8ZlrW5DZKsyA8lv",
      "youtubeChannel": "UCMAOj4y6srdpC1kRaQtlaLg",
      "instagram": "youss45.life"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "youss45"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Multiple independent sources resolve identity, exact city and a long domestic rap career.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:tflow",
    "name": "T-Flow",
    "aliases": [
      "TFLOW",
      "Tarek Flow"
    ],
    "entityType": "rapper",
    "image": null,
    "city": "Fes / Taounate",
    "country": "Morocco",
    "collectives": [
      "Fire Crew (former)"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 97,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "strong",
        "description": "Qobuz's Music Story biography identifies Tarek El Tazi/T-Flow as a Taounate-origin rapper raised in Fez, active since Fire Crew in 2012.",
        "url": "https://www.qobuz.com/fr-fr/interpreter/tflow-10003877446/3877446",
        "sourceTitle": "qobuz.com"
      },
      {
        "type": "media",
        "strength": "strong",
        "description": "16x16 independently calls him a Moroccan rapper and documents his solo career and ElGrandeToto collaboration.",
        "url": "https://www.16x16.fr/t-flow/",
        "sourceTitle": "16x16.fr"
      }
    ],
    "discography": [
      {
        "title": "I'm the King",
        "type": "mixtape",
        "source": "https://www.qobuz.com/fr-fr/interpreter/tflow-10003877446/3877446",
        "sources": [
          "https://www.qobuz.com/fr-fr/interpreter/tflow-10003877446/3877446"
        ],
        "creditType": "primary"
      },
      {
        "title": "Tflow #1",
        "type": "album",
        "source": "https://www.qobuz.com/fr-fr/interpreter/tflow-10003877446/3877446",
        "sources": [
          "https://www.qobuz.com/fr-fr/interpreter/tflow-10003877446/3877446"
        ],
        "creditType": "primary"
      },
      {
        "title": "Ketama",
        "type": "track",
        "year": 2021,
        "source": "https://www.16x16.fr/t-flow/",
        "sources": [
          "https://www.16x16.fr/t-flow/"
        ],
        "creditType": "feature"
      }
    ],
    "links": {
      "officialWebsite": "https://www.qobuz.com/fr-fr/interpreter/tflow-10003877446/3877446"
    },
    "researchSources": [
      {
        "title": "T-Flow research",
        "url": "https://www.qobuz.com/fr-fr/interpreter/tflow-10003877446/3877446",
        "type": "music_database",
        "publisher": "qobuz.com"
      },
      {
        "title": "T-Flow research",
        "url": "https://www.16x16.fr/t-flow/",
        "type": "secondary",
        "publisher": "16x16.fr"
      }
    ],
    "researchNotes": "The supplied variant is resolved to T-Flow/TFlow through two biographies; it is not a duplicate in current curated data.",
    "externalIds": {},
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "t-flow"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "The supplied variant is resolved to T-Flow/TFlow through two biographies; it is not a duplicate in current curated data.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T20:30:00.000Z"
  },
  {
    "id": "curated:weldlgriya",
    "name": "Weld L'Griya",
    "aliases": [
      "weld lgriya",
      "Weld Lgriya 09",
      "ولد الكرية"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://fr.le360.ma/resizer/v2/resizer/BVfeNIc7ABrFO2vJcRm0wbtP7Lc=/arc-photo-le360/eu-central-1-prod/public/MIVNW3PMOVH3RJ6SWMN7O2NNKA.jpg",
      "source": "Le360 profile/news image",
      "originalUrl": "https://fr.le360.ma/societe/la-nouvelle-vie-de-weld-lgriya-202843/",
      "sourceUrl": "https://fr.le360.ma/societe/la-nouvelle-vie-de-weld-lgriya-202843/",
      "needsReview": false
    },
    "city": "Fes",
    "country": "Morocco",
    "collectives": [
      "Hash World (former)"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "established",
    "moroccanSceneScore": 96,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "strong",
        "description": "The matched biography identifies Youssef Mahiot/Weld L'Griya as a Fez-born Moroccan rapper who entered rap through Hash World before a solo career.",
        "url": "https://en.wikipedia.org/wiki/Weld_L%27Griya",
        "sourceTitle": "en.wikipedia.org"
      },
      {
        "type": "media",
        "strength": "strong",
        "description": "Le360 documents his activity within Morocco and his 2019 transition away from rap; this is historical inclusion, not a claim of current activity.",
        "url": "https://fr.le360.ma/societe/la-nouvelle-vie-de-weld-lgriya-202843/",
        "sourceTitle": "fr.le360.ma"
      }
    ],
    "discography": [
      {
        "title": "3acha Cha3b",
        "type": "single",
        "year": 2019,
        "source": "https://en.wikipedia.org/wiki/Weld_L%27Griya",
        "sources": [
          "https://en.wikipedia.org/wiki/Weld_L%27Griya"
        ],
        "creditType": "primary"
      },
      {
        "title": "Alogia",
        "type": "single",
        "year": 2021,
        "source": "https://www.shazam.com/song/1591976083/alogia",
        "sources": [
          "https://www.shazam.com/song/1591976083/alogia"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "youtube": "https://www.youtube.com/@weldlgriya09",
      "officialWebsite": "https://en.wikipedia.org/wiki/Weld_L%27Griya"
    },
    "researchSources": [
      {
        "title": "Weld L'Griya research",
        "url": "https://en.wikipedia.org/wiki/Weld_L%27Griya",
        "type": "secondary",
        "publisher": "en.wikipedia.org"
      },
      {
        "title": "Weld L'Griya research",
        "url": "https://fr.le360.ma/societe/la-nouvelle-vie-de-weld-lgriya-202843/",
        "type": "moroccan_media",
        "publisher": "fr.le360.ma"
      },
      {
        "title": "Weld L'Griya research",
        "url": "https://www.shazam.com/song/1591976083/alogia",
        "type": "music_database",
        "publisher": "shazam.com"
      }
    ],
    "researchNotes": "Clear historical Moroccan scene career; current inactivity does not erase scene membership.",
    "externalIds": {},
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "weld lgriya"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Clear historical Moroccan scene career; current inactivity does not erase scene membership.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T20:30:00.000Z"
  },
  {
    "id": "curated:gnawi",
    "name": "Gnawi",
    "aliases": [
      "gnawi",
      "Lgnawi",
      "Simo Gnawi",
      "Simo Lgnawi"
    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eb1e313bd2da6fa4391d6965d7",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/1qJ5T3dAFtPboRx4iUyuwr",
      "sourceUrl": "https://open.spotify.com/artist/1qJ5T3dAFtPboRx4iUyuwr",
      "needsReview": false
    },
    "city": "Sale",
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "major",
    "moroccanSceneScore": 99,
    "sceneEvidence": [
      {
        "type": "city",
        "strength": "strong",
        "description": "The matched biography identifies Mohamed Mounir/Gnawi as a Moroccan rapper-songwriter from Sale, active since 2008.",
        "url": "https://en.wikipedia.org/wiki/Gnawi",
        "sourceTitle": "en.wikipedia.org"
      },
      {
        "type": "city",
        "strength": "strong",
        "description": "Moroccan press documents his Sale residence and collaboration with Weld L'Griya and Lz3er on 3acha Cha3b.",
        "url": "https://www.lesiteinfo.com/maroc/261241-voici-pourquoi-le-rappeur-marocain-gnawi-a-ete-arrete-a-sale.html",
        "sourceTitle": "lesiteinfo.com"
      }
    ],
    "discography": [
      {
        "title": "3acha Cha3b",
        "type": "single",
        "year": 2019,
        "source": "https://www.lesiteinfo.com/maroc/261241-voici-pourquoi-le-rappeur-marocain-gnawi-a-ete-arrete-a-sale.html",
        "sources": [
          "https://www.lesiteinfo.com/maroc/261241-voici-pourquoi-le-rappeur-marocain-gnawi-a-ete-arrete-a-sale.html"
        ],
        "creditType": "primary"
      },
      {
        "title": "Aman Ro3b",
        "type": "album",
        "year": 2020,
        "source": "https://dimatopmagazine.com/hip-hub/right-to-be/7-moroccan-rappers-arrested/",
        "sources": [
          "https://dimatopmagazine.com/hip-hub/right-to-be/7-moroccan-rappers-arrested/"
        ],
        "creditType": "primary"
      },
      {
        "title": "Saroute",
        "type": "album",
        "year": 2023,
        "source": "https://dimatopmagazine.com/hip-hub/right-to-be/7-moroccan-rappers-arrested/",
        "sources": [
          "https://dimatopmagazine.com/hip-hub/right-to-be/7-moroccan-rappers-arrested/"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/artist/1qJ5T3dAFtPboRx4iUyuwr",
      "officialWebsite": "https://en.wikipedia.org/wiki/Gnawi"
    },
    "researchSources": [
      {
        "title": "Gnawi research",
        "url": "https://en.wikipedia.org/wiki/Gnawi",
        "type": "secondary",
        "publisher": "en.wikipedia.org"
      },
      {
        "title": "Gnawi research",
        "url": "https://www.lesiteinfo.com/maroc/261241-voici-pourquoi-le-rappeur-marocain-gnawi-a-ete-arrete-a-sale.html",
        "type": "moroccan_media",
        "publisher": "lesiteinfo.com"
      },
      {
        "title": "Gnawi research",
        "url": "https://dimatopmagazine.com/hip-hub/right-to-be/7-moroccan-rappers-arrested/",
        "type": "moroccan_media",
        "publisher": "dimatopmagazine.com"
      },
      {
        "title": "Gnawi public artist profile",
        "url": "https://open.spotify.com/artist/1qJ5T3dAFtPboRx4iUyuwr",
        "type": "music_database",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "High-confidence Sale-scene figure with media, catalog and reusable Commons image evidence.",
    "externalIds": {
      "spotify": "1qJ5T3dAFtPboRx4iUyuwr"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "gnawi"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T20:30:00.000Z"
    },
    "discoveryPass": "recent",
    "discoveryReason": "High-confidence Sale-scene figure with media, catalog and reusable Commons image evidence.",
    "addedAt": "2026-08-25T20:30:00.000Z",
    "lastChecked": "2026-08-25T21:15:00.000Z"
  },
  {
    "id": "curated:meta4planet",
    "name": "Meta4 Planet",
    "aliases": [
      "Meta4Planet"
    ],
    "entityType": "duo",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eb41a5b4925f2138517fcd8ec1",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/5ly3gcirOViqRU8RdR045r",
      "sourceUrl": "https://open.spotify.com/artist/5ly3gcirOViqRU8RdR045r",
      "needsReview": false
    },
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "rising",
    "moroccanSceneScore": 91,
    "sceneEvidence": [
      {
        "type": "media",
        "strength": "strong",
        "description": "The exact Spotify profile identifies Meta4 Planet as the rap duo DK and L'King, explicitly frames it as Moroccan rap, and connects it to domestic-scene peers.",
        "url": "https://open.spotify.com/artist/5ly3gcirOViqRU8RdR045r",
        "sourceTitle": "open.spotify.com"
      },
      {
        "type": "media",
        "strength": "medium",
        "description": "Shazam independently classifies the same artist ID/catalog as Hip-Hop/Rap and lists a multi-year discography.",
        "url": "https://www.shazam.com/fr-fr/artist/meta4-planet/1447535831",
        "sourceTitle": "shazam.com"
      }
    ],
    "discography": [
      {
        "title": "Umami",
        "type": "album",
        "year": 2020,
        "source": "https://www.shazam.com/fr-fr/artist/meta4-planet/1447535831",
        "sources": [
          "https://www.shazam.com/fr-fr/artist/meta4-planet/1447535831"
        ],
        "creditType": "primary"
      },
      {
        "title": "Ode.",
        "type": "album",
        "year": 2022,
        "source": "https://www.shazam.com/fr-fr/artist/meta4-planet/1447535831",
        "sources": [
          "https://www.shazam.com/fr-fr/artist/meta4-planet/1447535831"
        ],
        "creditType": "primary"
      },
      {
        "title": "Outdoor",
        "type": "album",
        "year": 2024,
        "source": "https://www.shazam.com/fr-fr/artist/meta4-planet/1447535831",
        "sources": [
          "https://www.shazam.com/fr-fr/artist/meta4-planet/1447535831"
        ],
        "creditType": "primary"
      },
      {
        "title": "Éphémère",
        "type": "album",
        "year": 2025,
        "source": "https://www.shazam.com/fr-fr/artist/meta4-planet/1447535831",
        "sources": [
          "https://www.shazam.com/fr-fr/artist/meta4-planet/1447535831"
        ],
        "creditType": "primary"
      }
    ],
    "links": {
      "spotify": "https://open.spotify.com/artist/5ly3gcirOViqRU8RdR045r",
      "instagram": "https://instagram.com/meta4.planet",
      "officialWebsite": "https://open.spotify.com/artist/5ly3gcirOViqRU8RdR045r"
    },
    "researchSources": [
      {
        "title": "Meta4 Planet public artist profile",
        "url": "https://open.spotify.com/artist/5ly3gcirOViqRU8RdR045r",
        "type": "music_database",
        "publisher": "Spotify"
      },
      {
        "title": "Meta4 Planet research",
        "url": "https://www.shazam.com/fr-fr/artist/meta4-planet/1447535831",
        "type": "music_database",
        "publisher": "shazam.com"
      }
    ],
    "researchNotes": "Exact duo identity, members, Moroccan-scene position and catalog are verified across two services.",
    "externalIds": {
      "spotify": "5ly3gcirOViqRU8RdR045r",
      "instagram": "meta4.planet"
    },
    "manualResearch": {
      "batchId": "manual-candidates-2026-08-25",
      "candidates": [
        "meta4 planet"
      ],
      "disposition": "added",
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    },
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    "discoveryReason": "Exact duo identity, members, Moroccan-scene position and catalog are verified across two services.",
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  },
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      {
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    ],
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      "officialWebsite": "https://www.reservoir-media.com/listing/88-young/"
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    "researchSources": [
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        "url": "https://www.reservoir-media.com/listing/88-young/",
        "type": "official",
        "publisher": "Reservoir Media"
      },
      {
        "title": "88 Young public artist profile",
        "url": "https://open.spotify.com/artist/5N9VSnYVNIMUTcIwoi5leI",
        "type": "music_database",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Added after direct domestic-scene verification during automatic/curated reconciliation; automated nationality metadata alone was not accepted.",
    "externalIds": {
      "spotify": "5N9VSnYVNIMUTcIwoi5leI"
    },
    "discoveryPass": "recent",
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    "researchSources": [
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        "publisher": "Spotify"
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    ],
    "researchNotes": "Added by curator from an exact Spotify artist profile. Complete city, tier and scene evidence in Edit artist.",
    "externalIds": {
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    "discoveryPass": "recent",
    "discoveryReason": "Added by curator from Spotify artist profile.",
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    "entityType": "rapper",
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    "researchSources": [
      {
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        "publisher": "Spotify"
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    "researchNotes": "Added by curator from an exact Spotify artist profile. Complete city, tier and scene evidence in Edit artist.",
    "externalIds": {
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    "discoveryPass": "recent",
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    "entityType": "rapper",
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    "links": {
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    "researchSources": [
      {
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        "publisher": "Spotify"
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    ],
    "researchNotes": "Added by curator from an exact Spotify artist profile. Complete city, tier and scene evidence in Edit artist.",
    "externalIds": {
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    "discoveryPass": "recent",
    "discoveryReason": "Added by curator from Spotify artist profile.",
    "addedAt": "2026-08-25T19:35:44.498Z",
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    "entityType": "rapper",
    "image": {
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    "discography": [],
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    "researchSources": [
      {
        "title": "21 Tach Spotify artist profile",
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        "publisher": "Spotify"
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    "researchNotes": "Added by curator from an exact Spotify artist profile. Complete city, tier and scene evidence in Edit artist.",
    "externalIds": {
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    "discoveryPass": "recent",
    "discoveryReason": "Added by curator from Spotify artist profile.",
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    "entityType": "rapper",
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    "researchSources": [
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    "researchNotes": "Added by curator from an exact Spotify artist profile. Complete city, tier and scene evidence in Edit artist.",
    "externalIds": {
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    "discoveryPass": "recent",
    "discoveryReason": "Added by curator from Spotify artist profile.",
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    "entityType": "rapper",
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    "researchSources": [
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    "researchNotes": "Added by curator from an exact Spotify artist profile. Complete city, tier and scene evidence in Edit artist.",
    "externalIds": {
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    "discoveryPass": "recent",
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  },
  {
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    "entityType": "rapper",
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    "researchNotes": "Added by curator from an exact Spotify artist profile. Complete city, tier and scene evidence in Edit artist.",
    "externalIds": {
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    "entityType": "rapper",
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    "researchNotes": "Added by curator from an exact Spotify artist profile. Complete city, tier and scene evidence in Edit artist.",
    "externalIds": {
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  {
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    "externalIds": {
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        "title": "X-Acto Spotify artist profile",
        "url": "https://open.spotify.com/artist/68bqOSTA5kCJPzDnD45BY2",
        "type": "official",
        "publisher": "Spotify"
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    ],
    "researchNotes": "Added by curator from an exact Spotify artist profile. Complete city, tier and scene evidence in Edit artist.",
    "externalIds": {
      "spotify": "68bqOSTA5kCJPzDnD45BY2"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Added by curator from Spotify artist profile.",
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    "lastChecked": "2026-08-25T19:35:49.074Z",
    "manualResearch": {
      "batchId": "user-spotify-links-2026-08-25",
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      "disposition": "added",
      "enrichedAt": "2026-08-25T19:35:49.074Z"
    }
  },
  {
    "id": "curated:bkr-r3hp5m",
    "name": "BKR",
    "aliases": [],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eb6cee91372b88a670b8a960fe",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/49MBvAjz54KsToBAr3HP5m",
      "sourceUrl": "https://open.spotify.com/artist/49MBvAjz54KsToBAr3HP5m"
    },
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "unknown",
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      {
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        "strength": "medium",
        "description": "Artist profile added directly by the curator from Spotify.",
        "url": "https://open.spotify.com/artist/49MBvAjz54KsToBAr3HP5m",
        "sourceTitle": "Spotify artist profile"
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    ],
    "discography": [],
    "links": {
      "spotify": "https://open.spotify.com/artist/49MBvAjz54KsToBAr3HP5m"
    },
    "researchSources": [
      {
        "title": "BKR Spotify artist profile",
        "url": "https://open.spotify.com/artist/49MBvAjz54KsToBAr3HP5m",
        "type": "official",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Added by curator from an exact Spotify artist profile. Complete city, tier and scene evidence in Edit artist.",
    "externalIds": {
      "spotify": "49MBvAjz54KsToBAr3HP5m"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Added by curator from Spotify artist profile.",
    "addedAt": "2026-08-25T19:35:49.430Z",
    "lastChecked": "2026-08-25T19:35:49.430Z",
    "manualResearch": {
      "batchId": "user-spotify-links-2026-08-25",
      "candidates": [
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      "disposition": "added",
      "enrichedAt": "2026-08-25T19:35:49.431Z"
    }
  },
  {
    "id": "curated:nervs-e5fb1m",
    "name": "Nervs",
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    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eb83979afe6f867e1a8f97ead4",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/173tgF3YlFrQFUvBe5Fb1m",
      "sourceUrl": "https://open.spotify.com/artist/173tgF3YlFrQFUvBe5Fb1m"
    },
    "country": "Morocco",
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      "Hip-hop"
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    "sceneTier": "unknown",
    "moroccanSceneScore": 60,
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        "strength": "medium",
        "description": "Artist profile added directly by the curator from Spotify.",
        "url": "https://open.spotify.com/artist/173tgF3YlFrQFUvBe5Fb1m",
        "sourceTitle": "Spotify artist profile"
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    ],
    "discography": [],
    "links": {
      "spotify": "https://open.spotify.com/artist/173tgF3YlFrQFUvBe5Fb1m"
    },
    "researchSources": [
      {
        "title": "Nervs Spotify artist profile",
        "url": "https://open.spotify.com/artist/173tgF3YlFrQFUvBe5Fb1m",
        "type": "official",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Added by curator from an exact Spotify artist profile. Complete city, tier and scene evidence in Edit artist.",
    "externalIds": {
      "spotify": "173tgF3YlFrQFUvBe5Fb1m"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Added by curator from Spotify artist profile.",
    "addedAt": "2026-08-25T19:35:49.648Z",
    "lastChecked": "2026-08-25T19:35:49.648Z",
    "manualResearch": {
      "batchId": "user-spotify-links-2026-08-25",
      "candidates": [
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      "disposition": "added",
      "enrichedAt": "2026-08-25T19:35:49.648Z"
    }
  },
  {
    "id": "curated:aspro-faeduj",
    "name": "Aspro",
    "aliases": [],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eb9042487e357a0cacc674ccaa",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/5JAsfWeCsEvSUt2MfaeDuJ",
      "sourceUrl": "https://open.spotify.com/artist/5JAsfWeCsEvSUt2MfaeDuJ"
    },
    "country": "Morocco",
    "collectives": [],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "unknown",
    "moroccanSceneScore": 60,
    "sceneEvidence": [
      {
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        "strength": "medium",
        "description": "Artist profile added directly by the curator from Spotify.",
        "url": "https://open.spotify.com/artist/5JAsfWeCsEvSUt2MfaeDuJ",
        "sourceTitle": "Spotify artist profile"
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    ],
    "discography": [],
    "links": {
      "spotify": "https://open.spotify.com/artist/5JAsfWeCsEvSUt2MfaeDuJ"
    },
    "researchSources": [
      {
        "title": "Aspro Spotify artist profile",
        "url": "https://open.spotify.com/artist/5JAsfWeCsEvSUt2MfaeDuJ",
        "type": "official",
        "publisher": "Spotify"
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    ],
    "researchNotes": "Added by curator from an exact Spotify artist profile. Complete city, tier and scene evidence in Edit artist.",
    "externalIds": {
      "spotify": "5JAsfWeCsEvSUt2MfaeDuJ"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Added by curator from Spotify artist profile.",
    "addedAt": "2026-08-25T19:35:49.915Z",
    "lastChecked": "2026-08-25T19:35:49.915Z",
    "manualResearch": {
      "batchId": "user-spotify-links-2026-08-25",
      "candidates": [
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      "disposition": "added",
      "enrichedAt": "2026-08-25T19:35:49.915Z"
    }
  },
  {
    "id": "curated:l-x27-prophet-xdafj4",
    "name": "L&#x27;Prophet",
    "aliases": [
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    ],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5ebaa9124431db405af7ecd9c89",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/1UvPsW5n0a080lWIxDAfJ4",
      "sourceUrl": "https://open.spotify.com/artist/1UvPsW5n0a080lWIxDAfJ4"
    },
    "country": "Morocco",
    "collectives": [],
    "genres": [
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      "Hip-hop"
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    "sceneTier": "unknown",
    "moroccanSceneScore": 60,
    "sceneEvidence": [
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        "strength": "medium",
        "description": "Artist profile added directly by the curator from Spotify.",
        "url": "https://open.spotify.com/artist/1UvPsW5n0a080lWIxDAfJ4",
        "sourceTitle": "Spotify artist profile"
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    ],
    "discography": [],
    "links": {
      "spotify": "https://open.spotify.com/artist/1UvPsW5n0a080lWIxDAfJ4"
    },
    "researchSources": [
      {
        "title": "L&#x27;Prophet Spotify artist profile",
        "url": "https://open.spotify.com/artist/1UvPsW5n0a080lWIxDAfJ4",
        "type": "official",
        "publisher": "Spotify"
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    ],
    "researchNotes": "Added by curator from an exact Spotify artist profile. Complete city, tier and scene evidence in Edit artist.",
    "externalIds": {
      "spotify": "1UvPsW5n0a080lWIxDAfJ4"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Added by curator from Spotify artist profile.",
    "addedAt": "2026-08-25T19:35:50.125Z",
    "lastChecked": "2026-08-25T19:35:50.125Z",
    "manualResearch": {
      "batchId": "user-spotify-links-2026-08-25",
      "candidates": [
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      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T19:35:50.125Z"
    }
  },
  {
    "id": "curated:mao-9ibmav",
    "name": "Mao",
    "aliases": [],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5ebcef4d2ef351903e3656afffb",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/4cb8yNt7de02GQkL9ibmaV",
      "sourceUrl": "https://open.spotify.com/artist/4cb8yNt7de02GQkL9ibmaV"
    },
    "country": "Morocco",
    "collectives": [],
    "genres": [
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      "Hip-hop"
    ],
    "sceneTier": "unknown",
    "moroccanSceneScore": 60,
    "sceneEvidence": [
      {
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        "strength": "medium",
        "description": "Artist profile added directly by the curator from Spotify.",
        "url": "https://open.spotify.com/artist/4cb8yNt7de02GQkL9ibmaV",
        "sourceTitle": "Spotify artist profile"
      }
    ],
    "discography": [],
    "links": {
      "spotify": "https://open.spotify.com/artist/4cb8yNt7de02GQkL9ibmaV"
    },
    "researchSources": [
      {
        "title": "Mao Spotify artist profile",
        "url": "https://open.spotify.com/artist/4cb8yNt7de02GQkL9ibmaV",
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        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Added by curator from an exact Spotify artist profile. Complete city, tier and scene evidence in Edit artist.",
    "externalIds": {
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    },
    "discoveryPass": "recent",
    "discoveryReason": "Added by curator from Spotify artist profile.",
    "addedAt": "2026-08-25T19:35:50.360Z",
    "lastChecked": "2026-08-25T19:35:50.360Z",
    "manualResearch": {
      "batchId": "user-spotify-links-2026-08-25",
      "candidates": [
        "MAO"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T19:35:50.360Z"
    }
  },
  {
    "id": "curated:badfox-auxovj",
    "name": "BADFOX",
    "aliases": [],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eb9638f66c33be57f6487dd9e6",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/4ndoh7kBuC86wEpuAUXoVJ",
      "sourceUrl": "https://open.spotify.com/artist/4ndoh7kBuC86wEpuAUXoVJ"
    },
    "country": "Morocco",
    "collectives": [],
    "genres": [
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      "Hip-hop"
    ],
    "sceneTier": "unknown",
    "moroccanSceneScore": 60,
    "sceneEvidence": [
      {
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        "strength": "medium",
        "description": "Artist profile added directly by the curator from Spotify.",
        "url": "https://open.spotify.com/artist/4ndoh7kBuC86wEpuAUXoVJ",
        "sourceTitle": "Spotify artist profile"
      }
    ],
    "discography": [],
    "links": {
      "spotify": "https://open.spotify.com/artist/4ndoh7kBuC86wEpuAUXoVJ"
    },
    "researchSources": [
      {
        "title": "BADFOX Spotify artist profile",
        "url": "https://open.spotify.com/artist/4ndoh7kBuC86wEpuAUXoVJ",
        "type": "official",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Added by curator from an exact Spotify artist profile. Complete city, tier and scene evidence in Edit artist.",
    "externalIds": {
      "spotify": "4ndoh7kBuC86wEpuAUXoVJ"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Added by curator from Spotify artist profile.",
    "addedAt": "2026-08-25T19:35:50.711Z",
    "lastChecked": "2026-08-25T19:35:50.711Z",
    "manualResearch": {
      "batchId": "user-spotify-links-2026-08-25",
      "candidates": [
        "Badfox"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T19:35:50.711Z"
    }
  },
  {
    "id": "curated:ph41-e09kcu",
    "name": "PH41",
    "aliases": [],
    "entityType": "rapper",
    "image": {
      "url": "https://i.scdn.co/image/ab6761610000e5eb8e928ef5e706ff36dae865dc",
      "source": "Spotify artist profile",
      "originalUrl": "https://open.spotify.com/artist/0vLIzPuOP0lzN7KMe09KcU",
      "sourceUrl": "https://open.spotify.com/artist/0vLIzPuOP0lzN7KMe09KcU"
    },
    "country": "Morocco",
    "collectives": [],
    "genres": [
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      "Hip-hop"
    ],
    "sceneTier": "unknown",
    "moroccanSceneScore": 60,
    "sceneEvidence": [
      {
        "type": "career",
        "strength": "medium",
        "description": "Artist profile added directly by the curator from Spotify.",
        "url": "https://open.spotify.com/artist/0vLIzPuOP0lzN7KMe09KcU",
        "sourceTitle": "Spotify artist profile"
      }
    ],
    "discography": [],
    "links": {
      "spotify": "https://open.spotify.com/artist/0vLIzPuOP0lzN7KMe09KcU"
    },
    "researchSources": [
      {
        "title": "PH41 Spotify artist profile",
        "url": "https://open.spotify.com/artist/0vLIzPuOP0lzN7KMe09KcU",
        "type": "official",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Added by curator from an exact Spotify artist profile. Complete city, tier and scene evidence in Edit artist.",
    "externalIds": {
      "spotify": "0vLIzPuOP0lzN7KMe09KcU"
    },
    "discoveryPass": "recent",
    "discoveryReason": "Added by curator from Spotify artist profile.",
    "addedAt": "2026-08-25T19:35:50.938Z",
    "lastChecked": "2026-08-25T19:35:50.938Z",
    "manualResearch": {
      "batchId": "user-spotify-links-2026-08-25",
      "candidates": [
        "ph41"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T19:35:50.938Z"
    }
  },
  {
    "id": "curated:thekillerbee",
    "name": "The Killer Bee",
    "aliases": [],
    "entityType": "rapper",
    "image": null,
    "country": "Morocco",
    "collectives": [
      "7ADAR"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 60,
    "sceneEvidence": [
      {
        "type": "collective",
        "strength": "medium",
        "description": "Curator-confirmed artist from the Morocco-wide, Rabat-based 7ADAR collective, whose public profile includes rap among its practices.",
        "url": "https://open.spotify.com/artist/2g1rHv4YsFbzdOPrZ4UO1g",
        "sourceTitle": "7ADAR Spotify collective profile"
      }
    ],
    "discography": [],
    "links": {},
    "researchSources": [
      {
        "title": "7ADAR Spotify collective profile",
        "url": "https://open.spotify.com/artist/2g1rHv4YsFbzdOPrZ4UO1g",
        "type": "official",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Added by curator confirmation. A direct artist profile, photo and individual discography are still required before enrichment.",
    "manualResearch": {
      "batchId": "curator-confirmed-7adar-2026-08-25",
      "candidates": [
        "The Killer Bee"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T19:52:09.147Z"
    },
    "discoveryPass": "collective",
    "discoveryReason": "Curator-confirmed 7ADAR collective artist; held at baseline confidence pending an exact individual profile.",
    "addedAt": "2026-08-25T19:52:09.147Z",
    "lastChecked": "2026-08-25T19:52:09.147Z"
  },
  {
    "id": "curated:jlekh",
    "name": "JLEKH",
    "aliases": [],
    "entityType": "rapper",
    "image": null,
    "country": "Morocco",
    "collectives": [
      "7ADAR"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 60,
    "sceneEvidence": [
      {
        "type": "collective",
        "strength": "medium",
        "description": "Curator-confirmed artist from the Morocco-wide, Rabat-based 7ADAR collective, whose public profile includes rap among its practices.",
        "url": "https://open.spotify.com/artist/2g1rHv4YsFbzdOPrZ4UO1g",
        "sourceTitle": "7ADAR Spotify collective profile"
      }
    ],
    "discography": [],
    "links": {},
    "researchSources": [
      {
        "title": "7ADAR Spotify collective profile",
        "url": "https://open.spotify.com/artist/2g1rHv4YsFbzdOPrZ4UO1g",
        "type": "official",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Added by curator confirmation. A direct artist profile, photo and individual discography are still required before enrichment.",
    "manualResearch": {
      "batchId": "curator-confirmed-7adar-2026-08-25",
      "candidates": [
        "JLEKH"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T19:52:09.147Z"
    },
    "discoveryPass": "collective",
    "discoveryReason": "Curator-confirmed 7ADAR collective artist; held at baseline confidence pending an exact individual profile.",
    "addedAt": "2026-08-25T19:52:09.147Z",
    "lastChecked": "2026-08-25T19:52:09.147Z"
  },
  {
    "id": "curated:elcapomadness",
    "name": "El Capo Madness",
    "aliases": [],
    "entityType": "rapper",
    "image": null,
    "country": "Morocco",
    "collectives": [
      "7ADAR"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 60,
    "sceneEvidence": [
      {
        "type": "collective",
        "strength": "medium",
        "description": "Curator-confirmed artist from the Morocco-wide, Rabat-based 7ADAR collective, whose public profile includes rap among its practices.",
        "url": "https://open.spotify.com/artist/2g1rHv4YsFbzdOPrZ4UO1g",
        "sourceTitle": "7ADAR Spotify collective profile"
      }
    ],
    "discography": [],
    "links": {},
    "researchSources": [
      {
        "title": "7ADAR Spotify collective profile",
        "url": "https://open.spotify.com/artist/2g1rHv4YsFbzdOPrZ4UO1g",
        "type": "official",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Added by curator confirmation. A direct artist profile, photo and individual discography are still required before enrichment.",
    "manualResearch": {
      "batchId": "curator-confirmed-7adar-2026-08-25",
      "candidates": [
        "El Capo Madness"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T19:52:09.147Z"
    },
    "discoveryPass": "collective",
    "discoveryReason": "Curator-confirmed 7ADAR collective artist; held at baseline confidence pending an exact individual profile.",
    "addedAt": "2026-08-25T19:52:09.147Z",
    "lastChecked": "2026-08-25T19:52:09.147Z"
  },
  {
    "id": "curated:azel",
    "name": "azel",
    "aliases": [],
    "entityType": "rapper",
    "image": null,
    "country": "Morocco",
    "collectives": [
      "7ADAR"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 60,
    "sceneEvidence": [
      {
        "type": "collective",
        "strength": "medium",
        "description": "Curator-confirmed artist from the Morocco-wide, Rabat-based 7ADAR collective, whose public profile includes rap among its practices.",
        "url": "https://open.spotify.com/artist/2g1rHv4YsFbzdOPrZ4UO1g",
        "sourceTitle": "7ADAR Spotify collective profile"
      }
    ],
    "discography": [],
    "links": {},
    "researchSources": [
      {
        "title": "7ADAR Spotify collective profile",
        "url": "https://open.spotify.com/artist/2g1rHv4YsFbzdOPrZ4UO1g",
        "type": "official",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Added by curator confirmation. A direct artist profile, photo and individual discography are still required before enrichment.",
    "manualResearch": {
      "batchId": "curator-confirmed-7adar-2026-08-25",
      "candidates": [
        "azel"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T19:52:09.147Z"
    },
    "discoveryPass": "collective",
    "discoveryReason": "Curator-confirmed 7ADAR collective artist; held at baseline confidence pending an exact individual profile.",
    "addedAt": "2026-08-25T19:52:09.147Z",
    "lastChecked": "2026-08-25T19:52:09.147Z"
  },
  {
    "id": "curated:antoriquo",
    "name": "Antoriquo",
    "aliases": [],
    "entityType": "rapper",
    "image": null,
    "country": "Morocco",
    "collectives": [
      "7ADAR"
    ],
    "genres": [
      "Moroccan rap",
      "Hip-hop"
    ],
    "sceneTier": "underground",
    "moroccanSceneScore": 60,
    "sceneEvidence": [
      {
        "type": "collective",
        "strength": "medium",
        "description": "Curator-confirmed artist from the Morocco-wide, Rabat-based 7ADAR collective, whose public profile includes rap among its practices.",
        "url": "https://open.spotify.com/artist/2g1rHv4YsFbzdOPrZ4UO1g",
        "sourceTitle": "7ADAR Spotify collective profile"
      }
    ],
    "discography": [],
    "links": {},
    "researchSources": [
      {
        "title": "7ADAR Spotify collective profile",
        "url": "https://open.spotify.com/artist/2g1rHv4YsFbzdOPrZ4UO1g",
        "type": "official",
        "publisher": "Spotify"
      }
    ],
    "researchNotes": "Added by curator confirmation. A direct artist profile, photo and individual discography are still required before enrichment.",
    "manualResearch": {
      "batchId": "curator-confirmed-7adar-2026-08-25",
      "candidates": [
        "Antoriquo"
      ],
      "disposition": "added",
      "enrichedAt": "2026-08-25T19:52:09.147Z"
    },
    "discoveryPass": "collective",
    "discoveryReason": "Curator-confirmed 7ADAR collective artist; held at baseline confidence pending an exact individual profile.",
    "addedAt": "2026-08-25T19:52:09.147Z",
    "lastChecked": "2026-08-25T19:52:09.147Z"
  }
]
