Triple

T2289541
Position Surface form Disambiguated ID Type / Status
Subject Bionic (album) E51470 entity
Predicate producer P490 FINISHED
Object John Hill
John Hill is an American record producer and songwriter known for his work with major pop and alternative artists, including contributing to Christina Aguilera’s album "Bionic."
 E303854 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: John Hill | Statement: [Bionic (album), producer, John Hill]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Hill
Context triple: [Bionic (album), producer, John Hill]
  • A. David Hilliard
    David Hilliard is an American activist and former chief of staff of the Black Panther Party, known for his prominent role in the Black Power movement of the 1960s and 1970s.
  • B. David Hill
    David Hill was an early American pioneer and politician in the Oregon Country, recognized as a founding figure of the community that became Hillsboro, Oregon.
  • C. Jim Hutton
    Jim Hutton was an American actor best known for his lanky, affable screen presence in 1960s comedies and for playing the title role in the TV series "Ellery Queen."
  • D. Tony Roberts
    Tony Roberts is an American actor best known for his frequent collaborations with Woody Allen in films such as "Annie Hall."
  • E. John Gilroy
    John Gilroy is a film editor known for his work on major Hollywood productions, including the science-fiction monster film "Pacific Rim."
  • 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: John Hill
Triple: [Bionic (album), producer, John Hill]
Generated description
John Hill is an American record producer and songwriter known for his work with major pop and alternative artists, including contributing to Christina Aguilera’s album "Bionic."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Hill
Target entity description: John Hill is an American record producer and songwriter known for his work with major pop and alternative artists, including contributing to Christina Aguilera’s album "Bionic."
  • A. David Hilliard
    David Hilliard is an American activist and former chief of staff of the Black Panther Party, known for his prominent role in the Black Power movement of the 1960s and 1970s.
  • B. David Hill
    David Hill was an early American pioneer and politician in the Oregon Country, recognized as a founding figure of the community that became Hillsboro, Oregon.
  • C. Jim Hutton
    Jim Hutton was an American actor best known for his lanky, affable screen presence in 1960s comedies and for playing the title role in the TV series "Ellery Queen."
  • D. Tony Roberts
    Tony Roberts is an American actor best known for his frequent collaborations with Woody Allen in films such as "Annie Hall."
  • E. John Gilroy
    John Gilroy is a film editor known for his work on major Hollywood productions, including the science-fiction monster film "Pacific Rim."
  • 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_69a88b09c644819090b503456d96bf70 completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abc273b67c8190bcd96f9a484647ef completed March 7, 2026, 6:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69afe87925a48190a7a5bd65d9a24c8b completed March 10, 2026, 9:46 a.m.
NEDg Description generation batch_69afe92b8c4c8190a91c1e8564f412ad completed March 10, 2026, 9:49 a.m.
NED2 Entity disambiguation (via description) batch_69b008cbabc4819090cc20cf990d16e6 completed March 10, 2026, 12:04 p.m.
Created at: March 4, 2026, 7:48 p.m.