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.