Triple

T1041165
Position Surface form Disambiguated ID Type / Status
Subject Ready to Die E22472 entity
Predicate producer P490 FINISHED
Object Chucky Thompson
Chucky Thompson was an American hip-hop and R&B record producer best known as a key member of Bad Boy Records' "Hitmen" team, crafting influential tracks for artists like The Notorious B.I.G., Mary J. Blige, and Faith Evans.
E137393 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: Chucky Thompson | Statement: [Ready to Die, producer, Chucky Thompson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chucky Thompson
Context triple: [Ready to Die, producer, Chucky Thompson]
  • A. Jermaine Paul
    Jermaine Paul is an American R&B and soul singer best known for winning the second season of the TV singing competition "The Voice."
  • B. Cavalier Johnson
    Cavalier Johnson is an American politician who serves as the mayor of Milwaukee, Wisconsin.
  • C. Michele Bullock
    Michele Bullock is an Australian economist and central banker who serves as the Governor of the Reserve Bank of Australia, overseeing the country’s monetary policy.
  • D. Larrance Dopson
    Larrance Dopson is a Grammy-winning American record producer, songwriter, and musician known for his work with top hip-hop and R&B artists and as a member of the production collective 1500 or Nothin'.
  • E. Karriem Riggins
    Karriem Riggins is an American jazz drummer and hip-hop producer known for his genre-blending work with artists such as Common, J Dilla, and Erykah Badu.
  • 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: Chucky Thompson
Triple: [Ready to Die, producer, Chucky Thompson]
Generated description
Chucky Thompson was an American hip-hop and R&B record producer best known as a key member of Bad Boy Records' "Hitmen" team, crafting influential tracks for artists like The Notorious B.I.G., Mary J. Blige, and Faith Evans.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chucky Thompson
Target entity description: Chucky Thompson was an American hip-hop and R&B record producer best known as a key member of Bad Boy Records' "Hitmen" team, crafting influential tracks for artists like The Notorious B.I.G., Mary J. Blige, and Faith Evans.
  • A. Jermaine Paul
    Jermaine Paul is an American R&B and soul singer best known for winning the second season of the TV singing competition "The Voice."
  • B. Cavalier Johnson
    Cavalier Johnson is an American politician who serves as the mayor of Milwaukee, Wisconsin.
  • C. Michele Bullock
    Michele Bullock is an Australian economist and central banker who serves as the Governor of the Reserve Bank of Australia, overseeing the country’s monetary policy.
  • D. Larrance Dopson
    Larrance Dopson is a Grammy-winning American record producer, songwriter, and musician known for his work with top hip-hop and R&B artists and as a member of the production collective 1500 or Nothin'.
  • E. Karriem Riggins
    Karriem Riggins is an American jazz drummer and hip-hop producer known for his genre-blending work with artists such as Common, J Dilla, and Erykah Badu.
  • 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_69a493d91478819094cc01fb65564bc1 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b82f6c14819080277443ea4722dd completed March 1, 2026, 10:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac7f29385c8190a42dc7dbac592221 completed March 7, 2026, 7:40 p.m.
NEDg Description generation batch_69ac7f69eb448190819e39ef62d0fd81 completed March 7, 2026, 7:41 p.m.
NED2 Entity disambiguation (via description) batch_69ac7fd648948190bc30a14b79bc6dca completed March 7, 2026, 7:43 p.m.
Created at: March 1, 2026, 7:42 p.m.