Triple

T2258343
Position Surface form Disambiguated ID Type / Status
Subject J. Cole E49779 entity
Predicate associatedAct P37 FINISHED
Object 21 Savage
21 Savage is a Grammy-winning Atlanta-based rapper known for his dark, minimalist trap sound and hit collaborations like "a lot" and "Bank Account."
 E250212 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: 21 Savage | Statement: [J. Cole, associatedAct, 21 Savage]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 21 Savage
Context triple: [J. Cole, associatedAct, 21 Savage]
  • A. Young Thug
    Young Thug is an Atlanta-born rapper and singer known for his eccentric vocal style, experimental approach to trap music, and major influence on contemporary hip-hop.
  • B. Tekashi 6ix9ine
    Tekashi 6ix9ine is an American rapper known for his aggressive style, rainbow-colored appearance, legal troubles, and highly publicized cooperation with federal authorities.
  • C. Lil Durk
    Lil Durk is an American rapper and singer from Chicago known for his melodic drill style and as a leading figure in the modern hip-hop scene.
  • D. Sheck Wes
    Sheck Wes is an American rapper and songwriter best known for his breakout hit single "Mo Bamba" and his association with Kanye West’s GOOD Music label.
  • E. Don Toliver
    Don Toliver is an American rapper and singer known for his melodic trap style and collaborations with major artists like Travis Scott and Kanye West.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: 21 Savage
Triple: [J. Cole, associatedAct, 21 Savage]
Generated description
21 Savage is a Grammy-winning Atlanta-based rapper known for his dark, minimalist trap sound and hit collaborations like "a lot" and "Bank Account."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 21 Savage
Target entity description: 21 Savage is a Grammy-winning Atlanta-based rapper known for his dark, minimalist trap sound and hit collaborations like "a lot" and "Bank Account."
  • A. Young Thug
    Young Thug is an Atlanta-born rapper and singer known for his eccentric vocal style, experimental approach to trap music, and major influence on contemporary hip-hop.
  • B. Tekashi 6ix9ine
    Tekashi 6ix9ine is an American rapper known for his aggressive style, rainbow-colored appearance, legal troubles, and highly publicized cooperation with federal authorities.
  • C. Lil Durk
    Lil Durk is an American rapper and singer from Chicago known for his melodic drill style and as a leading figure in the modern hip-hop scene.
  • D. Sheck Wes
    Sheck Wes is an American rapper and songwriter best known for his breakout hit single "Mo Bamba" and his association with Kanye West’s GOOD Music label.
  • E. Don Toliver
    Don Toliver is an American rapper and singer known for his melodic trap style and collaborations with major artists like Travis Scott and Kanye West.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a88aaa9250819095e127d0d77e8a32 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc15839fc8190b17e040c4c765a8c completed March 7, 2026, 6:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71c8c9b881909b5292110a87301a completed March 9, 2026, 7:07 a.m.
NEDg Description generation batch_69ae7358834c8190a61f6d46dddc7b4c completed March 9, 2026, 7:14 a.m.
NED2 Entity disambiguation (via description) batch_69ae73f1745881908a1015124afa0f7f completed March 9, 2026, 7:17 a.m.
Created at: March 4, 2026, 7:48 p.m.