Triple

T1408743
Position Surface form Disambiguated ID Type / Status
Subject Good Times E31755 entity
Predicate openingThemePerformer P21830 FINISHED
Object Jim Gilstrap
Jim Gilstrap is an American soul and R&B singer best known for his session work and for singing the male lead vocal on the theme song to the television show "Good Times."
E218039 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: Jim Gilstrap | Statement: [Good Times, openingThemePerformer, Jim Gilstrap]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jim Gilstrap
Context triple: [Good Times, openingThemePerformer, Jim Gilstrap]
  • A. Jim Bridwell
    Jim Bridwell was a pioneering American rock climber and mountaineer renowned for his bold first ascents and influential role in the development of modern big-wall climbing in Yosemite.
  • B. Thad Luckinbill
    Thad Luckinbill is an American actor and film producer known for roles on "The Young and the Restless" and for producing acclaimed films such as "Sicario."
  • C. Bryan Foy
    Bryan Foy was an American film producer and director, known as one of the pioneering figures of early sound cinema at Warner Bros.
  • D. Rob Mullens
    Rob Mullens is a college athletics administrator best known for serving as the athletic director at the University of Oregon.
  • E. Jim Kimsey
    Jim Kimsey was an American businessman and philanthropist best known as a co-founder and the first CEO of the pioneering internet company AOL.
  • 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: Jim Gilstrap
Triple: [Good Times, openingThemePerformer, Jim Gilstrap]
Generated description
Jim Gilstrap is an American soul and R&B singer best known for his session work and for singing the male lead vocal on the theme song to the television show "Good Times."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jim Gilstrap
Target entity description: Jim Gilstrap is an American soul and R&B singer best known for his session work and for singing the male lead vocal on the theme song to the television show "Good Times."
  • A. Jim Bridwell
    Jim Bridwell was a pioneering American rock climber and mountaineer renowned for his bold first ascents and influential role in the development of modern big-wall climbing in Yosemite.
  • B. Thad Luckinbill
    Thad Luckinbill is an American actor and film producer known for roles on "The Young and the Restless" and for producing acclaimed films such as "Sicario."
  • C. Bryan Foy
    Bryan Foy was an American film producer and director, known as one of the pioneering figures of early sound cinema at Warner Bros.
  • D. Rob Mullens
    Rob Mullens is a college athletics administrator best known for serving as the athletic director at the University of Oregon.
  • E. Jim Kimsey
    Jim Kimsey was an American businessman and philanthropist best known as a co-founder and the first CEO of the pioneering internet company AOL.
  • 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_69a49918e1f88190ba610f9dc8114578 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c3c10f44819085e1c4601423740d completed March 1, 2026, 10:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69adfb8a58ec81908b2bb5c27283bafa completed March 8, 2026, 10:43 p.m.
NEDg Description generation batch_69adfc6aa96c81909ae3cff6c7ab7f79 completed March 8, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69adfcebbc808190a74f9082636bce11 completed March 8, 2026, 10:49 p.m.
Created at: March 1, 2026, 7:59 p.m.