Triple

T6221955
Position Surface form Disambiguated ID Type / Status
Subject Black on Both Sides E139136 entity
Predicate producer P490 FINISHED
Object David Kennedy
David Kennedy is a music producer known for his work on influential hip-hop projects such as Mos Def’s acclaimed album "Black on Both Sides."
 E583261 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: David Kennedy | Statement: [Black on Both Sides, producer, David Kennedy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Kennedy
Context triple: [Black on Both Sides, producer, David Kennedy]
  • A. David Kennedy
    David Kennedy was a member of the prominent Kennedy family, known as one of Robert F. Kennedy’s sons and part of a major American political dynasty.
  • B. Christopher G. Kennedy
    Christopher G. Kennedy is an American businessman and member of the Kennedy political family, known for his work in real estate and public service in Illinois.
  • C. David M. Kennedy
    David M. Kennedy is an American historian and Stanford University professor renowned for his influential works on U.S. history, particularly the Great Depression and World War II.
  • D. Michael LeMoyne Kennedy
    Michael LeMoyne Kennedy was an American lawyer, businessman, and member of the Kennedy political family who was the sixth child of Senator Robert F. Kennedy and Ethel Kennedy.
  • E. Jack Stevens
    Jack Stevens was an Australian Army officer and senior commander in the Pacific theater during World War II, noted for leading Allied forces in the Aitape–Wewak campaign in New Guinea.
  • 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: David Kennedy
Triple: [Black on Both Sides, producer, David Kennedy]
Generated description
David Kennedy is a music producer known for his work on influential hip-hop projects such as Mos Def’s acclaimed album "Black on Both Sides."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Kennedy
Target entity description: David Kennedy is a music producer known for his work on influential hip-hop projects such as Mos Def’s acclaimed album "Black on Both Sides."
  • A. David Kennedy
    David Kennedy was a member of the prominent Kennedy family, known as one of Robert F. Kennedy’s sons and part of a major American political dynasty.
  • B. Christopher G. Kennedy
    Christopher G. Kennedy is an American businessman and member of the Kennedy political family, known for his work in real estate and public service in Illinois.
  • C. David M. Kennedy
    David M. Kennedy is an American historian and Stanford University professor renowned for his influential works on U.S. history, particularly the Great Depression and World War II.
  • D. Michael LeMoyne Kennedy
    Michael LeMoyne Kennedy was an American lawyer, businessman, and member of the Kennedy political family who was the sixth child of Senator Robert F. Kennedy and Ethel Kennedy.
  • E. Jack Stevens
    Jack Stevens was an Australian Army officer and senior commander in the Pacific theater during World War II, noted for leading Allied forces in the Aitape–Wewak campaign in New Guinea.
  • 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_69c008aecb0c81909984b48f733ce8ae completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c062bddb688190add53172a7445d01 completed March 22, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c5e3e5bd988190ad9b0af668f5b05c completed March 27, 2026, 1:56 a.m.
NEDg Description generation batch_69c5e531074481909f2b9099857d7414 completed March 27, 2026, 2:02 a.m.
NED2 Entity disambiguation (via description) batch_69c5e58034888190bd24310eff354633 completed March 27, 2026, 2:03 a.m.
Created at: March 22, 2026, 4:22 p.m.