Triple

T5298143
Position Surface form Disambiguated ID Type / Status
Subject Nicholson E119905 entity
Predicate hasNotableBearer P458 FINISHED
Object Ashton Nichols (Nicholson variant)
Ashton Nichols is an individual notable enough to be recognized as a prominent bearer of the Nicholson surname variant.
E510170 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: Ashton Nichols (Nicholson variant) | Statement: [Nicholson, hasNotableBearer, Ashton Nichols (Nicholson variant)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ashton Nichols (Nicholson variant)
Context triple: [Nicholson, hasNotableBearer, Ashton Nichols (Nicholson variant)]
  • A. Ashton Stevens
    Ashton Stevens was an influential early 20th-century American drama critic known for his incisive theater reviews and support of emerging playwrights.
  • B. Ashton Hogan
    Ashton Hogan is a writer known for contributing to the creation and development of the work titled "Formation."
  • C. John Ashton
    John Ashton is an American character actor best known for his tough, often blue-collar roles in crime and action films such as "Beverly Hills Cop" and "Midnight Run."
  • D. Nicholas Van Orton
    Nicholas Van Orton is a wealthy, emotionally detached investment banker whose life unravels after he becomes entangled in a mysterious and elaborate psychological "game" in the film *The Game*.
  • E. Joseph Ashburn
    Joseph Ashburn was the second husband of American upholsterer Betsy Ross, who is widely associated with sewing the first United States flag.
  • 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: Ashton Nichols (Nicholson variant)
Triple: [Nicholson, hasNotableBearer, Ashton Nichols (Nicholson variant)]
Generated description
Ashton Nichols is an individual notable enough to be recognized as a prominent bearer of the Nicholson surname variant.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ashton Nichols (Nicholson variant)
Target entity description: Ashton Nichols is an individual notable enough to be recognized as a prominent bearer of the Nicholson surname variant.
  • A. Ashton Stevens
    Ashton Stevens was an influential early 20th-century American drama critic known for his incisive theater reviews and support of emerging playwrights.
  • B. Ashton Hogan
    Ashton Hogan is a writer known for contributing to the creation and development of the work titled "Formation."
  • C. John Ashton
    John Ashton is an American character actor best known for his tough, often blue-collar roles in crime and action films such as "Beverly Hills Cop" and "Midnight Run."
  • D. Nicholas Van Orton
    Nicholas Van Orton is a wealthy, emotionally detached investment banker whose life unravels after he becomes entangled in a mysterious and elaborate psychological "game" in the film *The Game*.
  • E. Joseph Ashburn
    Joseph Ashburn was the second husband of American upholsterer Betsy Ross, who is widely associated with sewing the first United States flag.
  • 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_69bd446f22b88190b6a47fb91c68a3e7 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd85053e3c8190b28648056d6c5710 completed March 20, 2026, 5:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf10e8212081908376eafc0291e078 completed March 21, 2026, 9:43 p.m.
NEDg Description generation batch_69bf117894d481909817346060a28d07 completed March 21, 2026, 9:45 p.m.
NED2 Entity disambiguation (via description) batch_69bf1267a0a88190a558937fa7776ed7 completed March 21, 2026, 9:49 p.m.
Created at: March 20, 2026, 1:53 p.m.