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.