Triple

T9218123
Position Surface form Disambiguated ID Type / Status
Subject Los Angeles Express E221291 entity
Predicate headCoach P256 FINISHED
Object Hugh Campbell
Hugh Campbell is a former Canadian Football League star receiver and highly successful coach who later led teams in the United States Football League and served as an executive in the CFL.
 E786022 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: Hugh Campbell | Statement: [Los Angeles Express, headCoach, Hugh Campbell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hugh Campbell
Context triple: [Los Angeles Express, headCoach, Hugh Campbell]
  • A. Mark Campbell
    Mark Campbell is a singer best known for providing the uncredited vocal performance of "Johnny B. Goode" in the film Back to the Future.
  • B. Josh Campbell
    Josh Campbell is an American screenwriter best known for co-writing the acclaimed thriller film "10 Cloverfield Lane."
  • C. Andy Campbell
    Andy Campbell is the mild-mannered high school English teacher protagonist of the comedy film "Fist Fight," who gets reluctantly drawn into a showdown with a tougher colleague.
  • D. Andy Campbell
    Andy Campbell is an individual known primarily in relation to Ron Strickland, likely as a figure involved in outdoor, hiking, or trail-related endeavors connected to Strickland’s work.
  • E. Don McLeod
    Don McLeod was a Canadian professional ice hockey goaltender best known for his standout play in the World Hockey Association during the 1970s.
  • 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: Hugh Campbell
Triple: [Los Angeles Express, headCoach, Hugh Campbell]
Generated description
Hugh Campbell is a former Canadian Football League star receiver and highly successful coach who later led teams in the United States Football League and served as an executive in the CFL.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hugh Campbell
Target entity description: Hugh Campbell is a former Canadian Football League star receiver and highly successful coach who later led teams in the United States Football League and served as an executive in the CFL.
  • A. Mark Campbell
    Mark Campbell is a singer best known for providing the uncredited vocal performance of "Johnny B. Goode" in the film Back to the Future.
  • B. Josh Campbell
    Josh Campbell is an American screenwriter best known for co-writing the acclaimed thriller film "10 Cloverfield Lane."
  • C. Andy Campbell
    Andy Campbell is the mild-mannered high school English teacher protagonist of the comedy film "Fist Fight," who gets reluctantly drawn into a showdown with a tougher colleague.
  • D. Andy Campbell
    Andy Campbell is an individual known primarily in relation to Ron Strickland, likely as a figure involved in outdoor, hiking, or trail-related endeavors connected to Strickland’s work.
  • E. Don McLeod
    Don McLeod was a Canadian professional ice hockey goaltender best known for his standout play in the World Hockey Association during the 1970s.
  • 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_69ca83eae42c8190a0ea9e040710a277 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccda0ae3d081908ff3f5dab52df5ae completed April 1, 2026, 8:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0662427dc81908cb9bfacc5b9e0f5 completed April 4, 2026, 1:15 a.m.
NEDg Description generation batch_69d0697b506c8190b14acbec1266f4bc completed April 4, 2026, 1:29 a.m.
NED2 Entity disambiguation (via description) batch_69d06a01520081908f697cf285c88c00 completed April 4, 2026, 1:31 a.m.
Created at: March 30, 2026, 7:27 p.m.