Triple

T7222509
Position Surface form Disambiguated ID Type / Status
Subject George Swanson Starling E150292 entity
Predicate hasAuthorOfAccount P36598 FINISHED
Object Isabel Wilkerson E6341 NE FINISHED

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: Isabel Wilkerson | Statement: [George Swanson Starling, hasAuthorOfAccount, Isabel Wilkerson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Isabel Wilkerson
Context triple: [George Swanson Starling, hasAuthorOfAccount, Isabel Wilkerson]
  • A. Isabel Wilkerson chosen
    Isabel Wilkerson is an American journalist and author best known for her acclaimed works on race and migration in the United States, including "The Warmth of Other Suns" and "Caste."
  • B. Ja'Net DuBois
    Ja'Net DuBois was an American actress and singer best known for her role as Willona Woods on the sitcom "Good Times" and for co-writing and singing the theme song for "The Jeffersons."
  • C. Keisha N. Blain
    Keisha N. Blain is an American historian and author known for her influential scholarship on African American history, Black internationalism, and civil rights movements.
  • D. Katherine Victoria Litwack
    Katherine Victoria Litwack, better known by her stage name Kat Dennings, is an American actress recognized for her roles in the sitcom "2 Broke Girls" and the Marvel Cinematic Universe.
  • E. Tracie McMillan
    Tracie McMillan is an American journalist and author best known for her investigative work on food, poverty, and social inequality, including the book "The American Way of Eating."
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasAuthorOfAccount
Context triple: [George Swanson Starling, hasAuthorOfAccount, Isabel Wilkerson]
  • A. hasAuthor
    Indicates that an entity is written or created by a specific author.
  • B. hasAuthorRelationship
    Indicates a relationship where one entity serves as the author or creator of another entity (such as a work, document, or resource).
  • C. authorBelongsTo
    Indicates that an author is affiliated with, or is a member of, a particular organization, group, or entity.
  • D. hasAuthorPublished
    Indicates that a specific author has produced and made publicly available at least one work, such as a book, article, or paper.
  • E. hasAuthorRelationshipToSubject chosen
    Indicates that an entity serves as the author or creator of the specified subject.
  • F. None of above.

Provenance (4 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_69c687effb44819092b95d07d0368c9f completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6e9b42c5c81908c405f161c35ffb4 completed March 27, 2026, 8:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7cc0c3ff08190b855fa57967586ce completed March 28, 2026, 12:39 p.m.
PD Predicate disambiguation batch_69c6e761b7fc8190857794d78af1b468 completed March 27, 2026, 8:24 p.m.
Created at: March 27, 2026, 2:54 p.m.