Triple

T22822267
Position Surface form Disambiguated ID Type / Status
Subject The World Needs a Hero E565260 entity
Predicate producer P490 FINISHED
Object Bill Kennedy
Bill Kennedy is a music producer known for his work on Megadeth’s heavy metal album "The World Needs a Hero."
 E1557314 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: Bill Kennedy | Statement: [The World Needs a Hero, producer, Bill Kennedy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bill Kennedy
Context triple: [The World Needs a Hero, producer, Bill Kennedy]
  • A. Dick O’Neill
    Dick O’Neill was an American character actor known for his frequent supporting roles in film and television from the 1960s through the 1990s.
  • B. Bobby Moynihan
    Bobby Moynihan is an American actor and comedian best known for his long-running work as a cast member on "Saturday Night Live" and for numerous voice roles in animated films and television series.
  • C. Bill O'Herlihy
    Bill O'Herlihy was a prominent Irish sports broadcaster and television presenter best known for his long career covering major football tournaments for RTÉ.
  • D. John O’Keefe
    John O’Keefe is a British-American neuroscientist renowned for discovering place cells in the hippocampus, a breakthrough that helped reveal the brain’s internal GPS system.
  • E. John O’Keefe
    John O’Keefe is an American playwright, actor, and director known for his experimental and avant-garde theater works.
  • 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: Bill Kennedy
Triple: [The World Needs a Hero, producer, Bill Kennedy]
Generated description
Bill Kennedy is a music producer known for his work on Megadeth’s heavy metal album "The World Needs a Hero."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bill Kennedy
Target entity description: Bill Kennedy is a music producer known for his work on Megadeth’s heavy metal album "The World Needs a Hero."
  • A. Dick O’Neill
    Dick O’Neill was an American character actor known for his frequent supporting roles in film and television from the 1960s through the 1990s.
  • B. Bobby Moynihan
    Bobby Moynihan is an American actor and comedian best known for his long-running work as a cast member on "Saturday Night Live" and for numerous voice roles in animated films and television series.
  • C. Bill O'Herlihy
    Bill O'Herlihy was a prominent Irish sports broadcaster and television presenter best known for his long career covering major football tournaments for RTÉ.
  • D. John O’Keefe
    John O’Keefe is a British-American neuroscientist renowned for discovering place cells in the hippocampus, a breakthrough that helped reveal the brain’s internal GPS system.
  • E. John O’Keefe
    John O’Keefe is an American playwright, actor, and director known for his experimental and avant-garde theater works.
  • 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_69e2458426188190b58b8ab4844fe420 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17dd11b048190869c0c8a0e3095d7 completed April 29, 2026, 3:41 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0ba7a674908190a3d08c2c7210028e completed May 18, 2026, 11:58 p.m.
NEDg Description generation batch_6a0ba82b00648190887a3164ececc66d completed May 19, 2026, midnight
NED2 Entity disambiguation (via description) batch_6a0ba87ed5148190a96c0ea7e1cbb865 completed May 19, 2026, 12:02 a.m.
Created at: April 17, 2026, 3:33 p.m.