Triple

T17714853
Position Surface form Disambiguated ID Type / Status
Subject Home Improvement E442168 entity
Predicate character P662 FINISHED
Object Brad Taylor — NE NERFINISHED

How this triple was built (3 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: Brad Taylor | Statement: [Home Improvement, character, Brad Taylor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brad Taylor
Context triple: [Home Improvement, character, Brad Taylor]
  • A. Jefferson Caffery
    Jefferson Caffery was a prominent 20th-century American diplomat who served as U.S. ambassador to several key countries, including Brazil, France, and Egypt.
  • B. Aaron M. Powell
    Aaron M. Powell was a 19th-century American abolitionist and reformer who played a leading role in anti-slavery and social justice movements.
  • C. Paul Brooks
    Paul Brooks is known primarily as the husband of civil rights activist and Freedom Rider Catherine Burks-Brooks.
  • D. Paul Brooks
    Paul Brooks is a British film producer known for his work on popular romantic comedies and genre films, including "The Wedding Date."
  • E. Michael Forsyth
    Michael Forsyth is a British Conservative politician who served as Secretary of State for Scotland in the 1990s and was later elevated to the House of Lords.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brad Taylor
Target entity description: Brad Taylor is the athletic, popular eldest son of Tim and Jill Taylor on the 1990s sitcom "Home Improvement," often portrayed as a typical teen juggling sports, school, and sibling rivalries.
  • A. Jefferson Caffery
    Jefferson Caffery was a prominent 20th-century American diplomat who served as U.S. ambassador to several key countries, including Brazil, France, and Egypt.
  • B. Aaron M. Powell
    Aaron M. Powell was a 19th-century American abolitionist and reformer who played a leading role in anti-slavery and social justice movements.
  • C. Paul Brooks
    Paul Brooks is known primarily as the husband of civil rights activist and Freedom Rider Catherine Burks-Brooks.
  • D. Paul Brooks
    Paul Brooks is a British film producer known for his work on popular romantic comedies and genre films, including "The Wedding Date."
  • E. Michael Forsyth
    Michael Forsyth is a British Conservative politician who served as Secretary of State for Scotland in the 1990s and was later elevated to the House of Lords.
  • F. None of above. chosen

Provenance (2 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_69d8b9ec79688190b86bdcef85a7b3aa completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4747f217081909010f396caaf03be completed April 19, 2026, 6:21 a.m.
Created at: April 10, 2026, 10:06 a.m.