Triple

T2301852
Position Surface form Disambiguated ID Type / Status
Subject CoverGirl E51749 entity
Predicate hasSpokesmodel P38624 FINISHED
Object Niki Taylor
Niki Taylor is an American supermodel who rose to prominence in the 1990s, known for her numerous high-profile magazine covers and major beauty and fashion campaigns.
E253935 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: Niki Taylor | Statement: [CoverGirl, hasSpokesmodel, Niki Taylor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Niki Taylor
Context triple: [CoverGirl, hasSpokesmodel, Niki Taylor]
  • A. Nikki Butler
    Nikki Butler is an American fashion designer best known for her long-term marriage to English actor Tim Roth.
  • B. Nina Gordon
    Nina Gordon is the young, idealistic Southern heiress who serves as a central figure in Harriet Beecher Stowe’s anti-slavery novel "Dred: A Tale of the Great Dismal Swamp."
  • C. Dub Taylor
    Dub Taylor was an American character actor best known for his prolific work in Westerns and supporting roles in film and television from the 1930s through the 1990s.
  • D. Nina Smith
    Nina Smith is known as one of the children of American rapper and actor LL Cool J.
  • E. Alicia Nash
    Alicia Nash was a Salvadoran-American physicist and mental health advocate best known as the devoted wife of mathematician John Nash, whose life with him was portrayed in the film "A Beautiful Mind."
  • 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: Niki Taylor
Triple: [CoverGirl, hasSpokesmodel, Niki Taylor]
Generated description
Niki Taylor is an American supermodel who rose to prominence in the 1990s, known for her numerous high-profile magazine covers and major beauty and fashion campaigns.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Niki Taylor
Target entity description: Niki Taylor is an American supermodel who rose to prominence in the 1990s, known for her numerous high-profile magazine covers and major beauty and fashion campaigns.
  • A. Nikki Butler
    Nikki Butler is an American fashion designer best known for her long-term marriage to English actor Tim Roth.
  • B. Nina Gordon
    Nina Gordon is the young, idealistic Southern heiress who serves as a central figure in Harriet Beecher Stowe’s anti-slavery novel "Dred: A Tale of the Great Dismal Swamp."
  • C. Dub Taylor
    Dub Taylor was an American character actor best known for his prolific work in Westerns and supporting roles in film and television from the 1930s through the 1990s.
  • D. Nina Smith
    Nina Smith is known as one of the children of American rapper and actor LL Cool J.
  • E. Alicia Nash
    Alicia Nash was a Salvadoran-American physicist and mental health advocate best known as the devoted wife of mathematician John Nash, whose life with him was portrayed in the film "A Beautiful Mind."
  • 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_69a88b0a9f248190bcff941463d8f65a completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abd0d6b0e48190aee9131ca182e52f completed March 7, 2026, 7:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae7f31356c81909c563d88d472e05f completed March 9, 2026, 8:05 a.m.
NEDg Description generation batch_69ae7fd78ee48190990fc7b5034b662b completed March 9, 2026, 8:07 a.m.
NED2 Entity disambiguation (via description) batch_69ae80dadf208190913211329a40b4ee completed March 9, 2026, 8:12 a.m.
Created at: March 4, 2026, 7:49 p.m.