Triple

T4440384
Position Surface form Disambiguated ID Type / Status
Subject Fast Company E95756 entity
Predicate foundedBy P104 FINISHED
Object Bill Taylor
Bill Taylor is an American entrepreneur, author, and business journalist best known as the cofounder and longtime editor of the business media brand Fast Company.
E439994 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: Bill Taylor | Statement: [Fast Company, foundedBy, Bill Taylor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bill Taylor
Context triple: [Fast Company, foundedBy, Bill Taylor]
  • A. Brad Whitaker
    Brad Whitaker is a mild-mannered stepfather whose attempts to maintain a harmonious blended family are comically upended by the arrival of both his and his co-dad’s fathers in the holiday comedy film "Daddy’s Home 2."
  • B. Mike Richardson
    Mike Richardson is an American comic book publisher and film producer best known as the founder of Dark Horse Comics and for producing numerous comic-based films and television projects.
  • C. William Roberts
    William Roberts was an American screenwriter best known for writing the screenplay for the classic Western film "The Magnificent Seven" (1960).
  • D. William Roberts
    William Roberts was a British painter associated with the Vorticist movement, known for his modernist depictions of urban life and wartime scenes.
  • E. Mike Mitchell
    Mike Mitchell is an American film director known for his work on animated and family films such as "Shrek Forever After," "Trolls," and "The Lego Movie 2: The Second Part."
  • 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: Bill Taylor
Triple: [Fast Company, foundedBy, Bill Taylor]
Generated description
Bill Taylor is an American entrepreneur, author, and business journalist best known as the cofounder and longtime editor of the business media brand Fast Company.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bill Taylor
Target entity description: Bill Taylor is an American entrepreneur, author, and business journalist best known as the cofounder and longtime editor of the business media brand Fast Company.
  • A. Brad Whitaker
    Brad Whitaker is a mild-mannered stepfather whose attempts to maintain a harmonious blended family are comically upended by the arrival of both his and his co-dad’s fathers in the holiday comedy film "Daddy’s Home 2."
  • B. Mike Richardson
    Mike Richardson is an American comic book publisher and film producer best known as the founder of Dark Horse Comics and for producing numerous comic-based films and television projects.
  • C. William Roberts
    William Roberts was an American screenwriter best known for writing the screenplay for the classic Western film "The Magnificent Seven" (1960).
  • D. William Roberts
    William Roberts was a British painter associated with the Vorticist movement, known for his modernist depictions of urban life and wartime scenes.
  • E. Mike Mitchell
    Mike Mitchell is an American film director known for his work on animated and family films such as "Shrek Forever After," "Trolls," and "The Lego Movie 2: The Second Part."
  • 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_69b3453ea2b48190a26f154b3b8fece5 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b355ac05e081908411089c05fc36bd completed March 13, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69b6137b97748190b8ebecaf590baad3 completed March 15, 2026, 2:03 a.m.
NEDg Description generation batch_69b615aea38481908ffe37feadeb9a4b completed March 15, 2026, 2:13 a.m.
NED2 Entity disambiguation (via description) batch_69b61601898c81908e108f475f4b35d3 completed March 15, 2026, 2:14 a.m.
Created at: March 12, 2026, 11:32 p.m.