Triple

T8568092
Position Surface form Disambiguated ID Type / Status
Subject Oh, Pretty Woman E202858 entity
Predicate writer P1360 FINISHED
Object Bill Dees
Bill Dees was an American songwriter best known for co-writing several hit songs with Roy Orbison, including the classic rock and roll track "Oh, Pretty Woman."
E788430 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 Dees | Statement: [Oh, Pretty Woman, writer, Bill Dees]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bill Dees
Context triple: [Oh, Pretty Woman, writer, Bill Dees]
  • A. Max Detweiler
    Max Detweiler is a charming, opportunistic music promoter and family friend in the musical and film "The Sound of Music," known for his wit and pragmatic attitude amid the rise of Nazism.
  • B. Bill DeMott
    Bill DeMott is a retired American professional wrestler and wrestling trainer best known for his work in World Championship Wrestling (WCW) and WWE, including a controversial tenure as head trainer for WWE’s developmental system.
  • C. Larry DeWaay
    Larry DeWaay is a film producer best known for his work on the action war film "The Dogs of War."
  • D. John Eisendrath
    John Eisendrath is a television writer and producer best known for his work on series such as "The Blacklist" and "Alias."
  • E. Mike Dailey
    Mike Dailey is an American arena football coach best known for leading the Albany Firebirds and later the Colorado Crush to success in the Arena Football League.
  • 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 Dees
Triple: [Oh, Pretty Woman, writer, Bill Dees]
Generated description
Bill Dees was an American songwriter best known for co-writing several hit songs with Roy Orbison, including the classic rock and roll track "Oh, Pretty Woman."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bill Dees
Target entity description: Bill Dees was an American songwriter best known for co-writing several hit songs with Roy Orbison, including the classic rock and roll track "Oh, Pretty Woman."
  • A. Max Detweiler
    Max Detweiler is a charming, opportunistic music promoter and family friend in the musical and film "The Sound of Music," known for his wit and pragmatic attitude amid the rise of Nazism.
  • B. Bill DeMott
    Bill DeMott is a retired American professional wrestler and wrestling trainer best known for his work in World Championship Wrestling (WCW) and WWE, including a controversial tenure as head trainer for WWE’s developmental system.
  • C. Larry DeWaay
    Larry DeWaay is a film producer best known for his work on the action war film "The Dogs of War."
  • D. John Eisendrath
    John Eisendrath is a television writer and producer best known for his work on series such as "The Blacklist" and "Alias."
  • E. Mike Dailey
    Mike Dailey is an American arena football coach best known for leading the Albany Firebirds and later the Colorado Crush to success in the Arena Football League.
  • 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_69ca8327b0a881908606ff860713964d completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe9d5d4ac8190a4d74c88b872d0b7 completed March 31, 2026, 3:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69d09b22da4c81909aacc9c4a6af379c completed April 4, 2026, 5:01 a.m.
NEDg Description generation batch_69d09ca202f88190b21b89e61b1596ff completed April 4, 2026, 5:07 a.m.
NED2 Entity disambiguation (via description) batch_69d09d914d688190af609c4485c746cc completed April 4, 2026, 5:11 a.m.
Created at: March 30, 2026, 6:21 p.m.