Triple

T14045687
Position Surface form Disambiguated ID Type / Status
Subject How Big, How Blue, How Beautiful E337949 entity
Predicate producer P490 FINISHED
Object Will Gregory
Will Gregory is a British musician, composer, and producer best known as one half of the electronic music duo Goldfrapp and for his work in film and contemporary classical projects.
E1075959 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 Gregory | Statement: [How Big, How Blue, How Beautiful, producer, Will Gregory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Will Gregory
Context triple: [How Big, How Blue, How Beautiful, producer, Will Gregory]
  • A. Matthew Gregory
    Matthew Gregory is a personal name that may refer to multiple individuals across different fields, such as sports, academia, or the arts, rather than a single widely recognized public figure.
  • B. Matthew Gregory
    Matthew Gregory is the birth name of British actor Greg Wise, known for his roles in film, television, and theatre.
  • C. Anthony Gregory Brown
    Anthony Gregory Brown is an American politician and attorney who has served as Maryland's Attorney General and previously as the state's lieutenant governor and a U.S. Representative.
  • D. Robert Clark Gregg Jr.
    Robert Clark Gregg Jr. is an American actor, director, and screenwriter best known for portraying Agent Phil Coulson in the Marvel Cinematic Universe and the TV series "Agents of S.H.I.E.L.D."
  • E. Will Graham
    Will Graham is a gifted but psychologically fragile FBI profiler known for his uncanny ability to empathize with and understand the minds of serial killers in Thomas Harris's Hannibal Lecter 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 Gregory
Triple: [How Big, How Blue, How Beautiful, producer, Will Gregory]
Generated description
Will Gregory is a British musician, composer, and producer best known as one half of the electronic music duo Goldfrapp and for his work in film and contemporary classical projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Will Gregory
Target entity description: Will Gregory is a British musician, composer, and producer best known as one half of the electronic music duo Goldfrapp and for his work in film and contemporary classical projects.
  • A. Matthew Gregory
    Matthew Gregory is the birth name of British actor Greg Wise, known for his roles in film, television, and theatre.
  • B. Matthew Gregory
    Matthew Gregory is a personal name that may refer to multiple individuals across different fields, such as sports, academia, or the arts, rather than a single widely recognized public figure.
  • C. Anthony Gregory Brown
    Anthony Gregory Brown is an American politician and attorney who has served as Maryland's Attorney General and previously as the state's lieutenant governor and a U.S. Representative.
  • D. Robert Clark Gregg Jr.
    Robert Clark Gregg Jr. is an American actor, director, and screenwriter best known for portraying Agent Phil Coulson in the Marvel Cinematic Universe and the TV series "Agents of S.H.I.E.L.D."
  • E. Will Graham
    Will Graham is a gifted but psychologically fragile FBI profiler known for his uncanny ability to empathize with and understand the minds of serial killers in Thomas Harris's Hannibal Lecter 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_69d81c664e48819088cbd8f433aeffe5 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de312df37081909f45ce3e219af5dc completed April 14, 2026, 12:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbc34148348190a8c67e035646e431 completed May 6, 2026, 10:40 p.m.
NEDg Description generation batch_69fc4300948881908784c5ad99188ad2 completed May 7, 2026, 7:45 a.m.
NED2 Entity disambiguation (via description) batch_69fc444a30a48190a2f65afcd5424d14 completed May 7, 2026, 7:50 a.m.
Created at: April 9, 2026, 10:20 p.m.