Triple

T20869439
Position Surface form Disambiguated ID Type / Status
Subject + (album) E513851 entity
Predicate producer P490 FINISHED
Object Will Hicks
Will Hicks is a British record producer and audio engineer known for his work with prominent pop and singer-songwriter artists.
E1454810 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: Will Hicks | Statement: [+ (album), producer, Will Hicks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Will Hicks
Context triple: [+ (album), producer, Will Hicks]
  • A. Doug Hicks
    Doug Hicks is an American academic and administrator who serves as the president of Davidson College in North Carolina.
  • B. Joe Hicks
    Joe Hicks is a former American Major League Baseball outfielder who played in the early 1960s, primarily known for his time with the Washington Senators and New York Mets.
  • C. Tony Hicks
    Tony Hicks is an English rock guitarist best known as a longtime member of the band The Hollies.
  • D. William Hicks
    William Hicks was a British Army officer best known for leading an ill-fated Egyptian army expedition that was annihilated by Mahdist forces at the Battle of El Obeid in 1883.
  • E. Kevin Hooks
    Kevin Hooks is an American actor and director known for his work in film and television, including roles in "The White Shadow" and directing episodes of numerous popular TV series.
  • 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: Will Hicks
Triple: [+ (album), producer, Will Hicks]
Generated description
Will Hicks is a British record producer and audio engineer known for his work with prominent pop and singer-songwriter artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Will Hicks
Target entity description: Will Hicks is a British record producer and audio engineer known for his work with prominent pop and singer-songwriter artists.
  • A. Doug Hicks
    Doug Hicks is an American academic and administrator who serves as the president of Davidson College in North Carolina.
  • B. Joe Hicks
    Joe Hicks is a former American Major League Baseball outfielder who played in the early 1960s, primarily known for his time with the Washington Senators and New York Mets.
  • C. Tony Hicks
    Tony Hicks is an English rock guitarist best known as a longtime member of the band The Hollies.
  • D. William Hicks
    William Hicks was a British Army officer best known for leading an ill-fated Egyptian army expedition that was annihilated by Mahdist forces at the Battle of El Obeid in 1883.
  • E. Kevin Hooks
    Kevin Hooks is an American actor and director known for his work in film and television, including roles in "The White Shadow" and directing episodes of numerous popular TV series.
  • 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_69e0b4f675cc8190b4e745225b62eb66 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c4624ce48190b85e5bb24cf0a305 completed April 21, 2026, 12:27 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09139a9ef081909585c53823e12ca4 completed May 17, 2026, 1:02 a.m.
NEDg Description generation batch_6a09144734b0819090901b8e6590222f completed May 17, 2026, 1:05 a.m.
NED2 Entity disambiguation (via description) batch_6a0914a0fb4c8190be5d504ff65dfe32 completed May 17, 2026, 1:06 a.m.
Created at: April 16, 2026, 12:45 p.m.