Triple

T10621823
Position Surface form Disambiguated ID Type / Status
Subject The Off-Season E250219 entity
Predicate producer P490 FINISHED
Object Timothy “Tim” Taylor
Timothy “Tim” Taylor is a music producer known for his work on J. Cole’s album *The Off-Season*.
 E875647 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: Timothy “Tim” Taylor | Statement: [The Off-Season, producer, Timothy “Tim” Taylor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Timothy “Tim” Taylor
Context triple: [The Off-Season, producer, Timothy “Tim” Taylor]
  • A. Tim Taylor
    Tim Taylor is the accident-prone, tool-obsessed TV handyman and family man at the center of the 1990s sitcom "Home Improvement."
  • B. Tim Taylor
    Tim Taylor was a highly respected American ice hockey coach best known for his long and influential tenure leading Yale University's men's hockey program.
  • C. John Larroquette
    John Larroquette is an American actor and comedian best known for his Emmy-winning role on "Night Court" and prominent performances in both television and film.
  • D. Charlie Pickering
    Charlie Pickering is an Australian comedian, television presenter, and political satirist best known for hosting the ABC news comedy program "The Weekly with Charlie Pickering."
  • E. Michael Bluth
    Michael Bluth is the responsible, level-headed son who struggles to keep his wildly dysfunctional family and their failing real estate business together in the sitcom "Arrested Development."
  • 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: Timothy “Tim” Taylor
Triple: [The Off-Season, producer, Timothy “Tim” Taylor]
Generated description
Timothy “Tim” Taylor is a music producer known for his work on J. Cole’s album *The Off-Season*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Timothy “Tim” Taylor
Target entity description: Timothy “Tim” Taylor is a music producer known for his work on J. Cole’s album *The Off-Season*.
  • A. Tim Taylor
    Tim Taylor is the accident-prone, tool-obsessed TV handyman and family man at the center of the 1990s sitcom "Home Improvement."
  • B. Tim Taylor
    Tim Taylor was a highly respected American ice hockey coach best known for his long and influential tenure leading Yale University's men's hockey program.
  • C. John Larroquette
    John Larroquette is an American actor and comedian best known for his Emmy-winning role on "Night Court" and prominent performances in both television and film.
  • D. Charlie Pickering
    Charlie Pickering is an Australian comedian, television presenter, and political satirist best known for hosting the ABC news comedy program "The Weekly with Charlie Pickering."
  • E. Michael Bluth
    Michael Bluth is the responsible, level-headed son who struggles to keep his wildly dysfunctional family and their failing real estate business together in the sitcom "Arrested Development."
  • 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_69d6aa5993448190a493b790b8f85010 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6df7e5074819096668b53dcc9167a completed April 8, 2026, 11:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69d96b908e788190bc9e4f327e871a7f completed April 10, 2026, 9:28 p.m.
NEDg Description generation batch_69d96def8bfc81909d6a5addf724691b completed April 10, 2026, 9:38 p.m.
NED2 Entity disambiguation (via description) batch_69d96fedb18881908570593856f4aade completed April 10, 2026, 9:47 p.m.
Created at: April 8, 2026, 8:50 p.m.