Triple

T6478170
Position Surface form Disambiguated ID Type / Status
Subject California Love E146123 entity
Predicate writer P1360 FINISHED
Object Larry Troutman
Larry Troutman was an American musician and producer best known as a member of the funk band Zapp and for his influential work in the development of the West Coast funk sound.
E596987 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: Larry Troutman | Statement: [California Love, writer, Larry Troutman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Larry Troutman
Context triple: [California Love, writer, Larry Troutman]
  • A. Steve Trout
    Steve Trout is a former Major League Baseball left-handed pitcher best known for his years with the Chicago Cubs during the 1980s.
  • B. Jerry Travers
    Jerry Travers is the charming, tap-dancing American performer played by Fred Astaire in the classic 1935 musical film "Top Hat."
  • C. Bryan Traubert
    Bryan Traubert is an American ophthalmologist and civic leader known for his philanthropic work in Chicago and his marriage to business executive and former U.S. Secretary of Commerce Penny Pritzker.
  • D. Kurt Buckman
    Kurt Buckman is one of the three beleaguered friends in the dark comedy film "Horrible Bosses," known for plotting to kill his abusive employer alongside his equally frustrated coworkers.
  • E. Guy Weadick
    Guy Weadick was an American-born cowboy, promoter, and showman best known for creating the Calgary Stampede and helping popularize rodeo culture in Canada.
  • 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: Larry Troutman
Triple: [California Love, writer, Larry Troutman]
Generated description
Larry Troutman was an American musician and producer best known as a member of the funk band Zapp and for his influential work in the development of the West Coast funk sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Larry Troutman
Target entity description: Larry Troutman was an American musician and producer best known as a member of the funk band Zapp and for his influential work in the development of the West Coast funk sound.
  • A. Steve Trout
    Steve Trout is a former Major League Baseball left-handed pitcher best known for his years with the Chicago Cubs during the 1980s.
  • B. Jerry Travers
    Jerry Travers is the charming, tap-dancing American performer played by Fred Astaire in the classic 1935 musical film "Top Hat."
  • C. Bryan Traubert
    Bryan Traubert is an American ophthalmologist and civic leader known for his philanthropic work in Chicago and his marriage to business executive and former U.S. Secretary of Commerce Penny Pritzker.
  • D. Kurt Buckman
    Kurt Buckman is one of the three beleaguered friends in the dark comedy film "Horrible Bosses," known for plotting to kill his abusive employer alongside his equally frustrated coworkers.
  • E. Guy Weadick
    Guy Weadick was an American-born cowboy, promoter, and showman best known for creating the Calgary Stampede and helping popularize rodeo culture in Canada.
  • 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_69c008fec7408190af7b146dc63d9750 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c06a4d35f08190a94143367b1d45c5 completed March 22, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c653aa82808190a1e9d420e81d7839 completed March 27, 2026, 9:53 a.m.
NEDg Description generation batch_69c6542017f4819085efe545dd25060f completed March 27, 2026, 9:55 a.m.
NED2 Entity disambiguation (via description) batch_69c656d3533c819091a4255e354eccab completed March 27, 2026, 10:07 a.m.
Created at: March 22, 2026, 4:51 p.m.