Triple

T12200760
Position Surface form Disambiguated ID Type / Status
Subject Any Way You Want It E290702 entity
Predicate producer P490 FINISHED
Object Geoff Workman
Geoff Workman was a British recording engineer and producer known for his work with rock bands such as Journey, Queen, and The Cars.
 E971499 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: Geoff Workman | Statement: [Any Way You Want It, producer, Geoff Workman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Geoff Workman
Context triple: [Any Way You Want It, producer, Geoff Workman]
  • A. Geoff Collins
    Geoff Collins is an American football coach best known for his head coaching stints at Temple University and Georgia Tech, as well as his defensive coaching roles at several major college programs.
  • B. Geoff Pierson
    Geoff Pierson is an American actor known for his work in television dramas and comedies, including prominent roles on shows like Dexter and Unhappily Ever After.
  • C. Geoff Hall
    Geoff Hall is a cinematographer known for his work on the Australian film "Red Dog."
  • D. Geoff Regan
    Geoff Regan is a Canadian Liberal politician who served as Speaker of the House of Commons and as a longtime Member of Parliament from Nova Scotia.
  • E. Geoff Travis
    Geoff Travis is a British music industry figure best known as the founder of the influential independent label Rough Trade Records.
  • 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: Geoff Workman
Triple: [Any Way You Want It, producer, Geoff Workman]
Generated description
Geoff Workman was a British recording engineer and producer known for his work with rock bands such as Journey, Queen, and The Cars.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Geoff Workman
Target entity description: Geoff Workman was a British recording engineer and producer known for his work with rock bands such as Journey, Queen, and The Cars.
  • A. Geoff Wainwright
    Geoff Wainwright was a prominent British archaeologist known for his influential excavations and research on prehistoric sites in Britain.
  • B. Geoff Collins
    Geoff Collins is an American football coach best known for his head coaching stints at Temple University and Georgia Tech, as well as his defensive coaching roles at several major college programs.
  • C. Geoff Pierson
    Geoff Pierson is an American actor known for his work in television dramas and comedies, including prominent roles on shows like Dexter and Unhappily Ever After.
  • D. Geoff Hall
    Geoff Hall is a cinematographer known for his work on the Australian film "Red Dog."
  • E. Geoff Regan
    Geoff Regan is a Canadian Liberal politician who served as Speaker of the House of Commons and as a longtime Member of Parliament from Nova Scotia.
  • 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_69d6ab65923081909acfc61b7a612233 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91c79f6cc8190ae8163d2016078c0 completed April 10, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60a933fc481909f9e062365bf05fc completed May 2, 2026, 2:30 p.m.
NEDg Description generation batch_69f60bdbee288190991b08ae685bb401 completed May 2, 2026, 2:36 p.m.
NED2 Entity disambiguation (via description) batch_69f610b8efe88190907e84247d9e8456 completed May 2, 2026, 2:56 p.m.
Created at: April 8, 2026, 9:50 p.m.