Triple

T7125565
Position Surface form Disambiguated ID Type / Status
Subject Linda Lovelace E166049 entity
Predicate spouse P13 FINISHED
Object Chuck Traynor
Chuck Traynor was an American pornographic film actor and director best known as the abusive husband and manager of adult film star Linda Lovelace.
E647576 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: Chuck Traynor | Statement: [Linda Lovelace, spouse, Chuck Traynor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chuck Traynor
Context triple: [Linda Lovelace, spouse, Chuck Traynor]
  • A. Jerry Travers
    Jerry Travers is the charming, tap-dancing American performer played by Fred Astaire in the classic 1935 musical film "Top Hat."
  • B. Norman Treigle
    Norman Treigle was a renowned American bass-baritone opera singer celebrated for his powerful voice and intense dramatic portrayals, particularly in mid-20th-century American opera.
  • C. Ray Cusick
    Ray Cusick was a British designer best known for creating the iconic look of the Daleks in the long-running science fiction television series Doctor Who.
  • D. Bill Tierney
    Bill Tierney is a Hall of Fame American lacrosse coach renowned for leading multiple NCAA championship teams, most notably at Princeton and later at the University of Denver.
  • E. Mike McLintock
    Mike McLintock is a bumbling yet loyal communications director and longtime staffer to politician Selina Meyer on the television series "Veep."
  • 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: Chuck Traynor
Triple: [Linda Lovelace, spouse, Chuck Traynor]
Generated description
Chuck Traynor was an American pornographic film actor and director best known as the abusive husband and manager of adult film star Linda Lovelace.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chuck Traynor
Target entity description: Chuck Traynor was an American pornographic film actor and director best known as the abusive husband and manager of adult film star Linda Lovelace.
  • A. Jerry Travers
    Jerry Travers is the charming, tap-dancing American performer played by Fred Astaire in the classic 1935 musical film "Top Hat."
  • B. Norman Treigle
    Norman Treigle was a renowned American bass-baritone opera singer celebrated for his powerful voice and intense dramatic portrayals, particularly in mid-20th-century American opera.
  • C. Ray Cusick
    Ray Cusick was a British designer best known for creating the iconic look of the Daleks in the long-running science fiction television series Doctor Who.
  • D. Bill Tierney
    Bill Tierney is a Hall of Fame American lacrosse coach renowned for leading multiple NCAA championship teams, most notably at Princeton and later at the University of Denver.
  • E. Mike McLintock
    Mike McLintock is a bumbling yet loyal communications director and longtime staffer to politician Selina Meyer on the television series "Veep."
  • 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_69c6888350588190870cd552b427a1cd completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e64d99888190a93c1822e19b5457 completed March 27, 2026, 8:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7b8d92fec8190bd275023bdef8e08 completed March 28, 2026, 11:17 a.m.
NEDg Description generation batch_69c7b9c1afe48190bc55468790e84067 completed March 28, 2026, 11:21 a.m.
NED2 Entity disambiguation (via description) batch_69c7ba441f8c8190a4f88b140a1563f9 completed March 28, 2026, 11:23 a.m.
Created at: March 27, 2026, 2:44 p.m.