Triple

T9471016
Position Surface form Disambiguated ID Type / Status
Subject Sam Walton E228387 entity
Predicate coAuthor P398 FINISHED
Object John Huey
John Huey is an American journalist and editor best known as a former editor-in-chief of Time Inc. and coauthor of Sam Walton’s autobiography.
 E800204 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: John Huey | Statement: [Sam Walton, coAuthor, John Huey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Huey
Context triple: [Sam Walton, coAuthor, John Huey]
  • A. Hugh Herndon Jr.
    Hugh Herndon Jr. was an American aviator best known for his record-attempting long-distance flights in the early 1930s.
  • B. Harlan Thompson
    Harlan Thompson was an American film producer and screenwriter active during Hollywood’s early sound era, known for his work on several major studio productions.
  • C. Joseph Meacham
    Joseph Meacham was an early American Shaker leader who helped organize and expand the Shaker religious communities in the late 18th century.
  • D. Roy Chanslor
    Roy Chanslor was an American screenwriter and novelist known for his work on mid-20th-century Hollywood films, particularly in the crime and Western genres.
  • E. Jerry Warriner
    Jerry Warriner is the charming, witty husband whose marital misadventures and romantic sparring drive the screwball comedy of the classic film "The Awful Truth."
  • 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: John Huey
Triple: [Sam Walton, coAuthor, John Huey]
Generated description
John Huey is an American journalist and editor best known as a former editor-in-chief of Time Inc. and coauthor of Sam Walton’s autobiography.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Huey
Target entity description: John Huey is an American journalist and editor best known as a former editor-in-chief of Time Inc. and coauthor of Sam Walton’s autobiography.
  • A. Hugh Herndon Jr.
    Hugh Herndon Jr. was an American aviator best known for his record-attempting long-distance flights in the early 1930s.
  • B. Harlan Thompson
    Harlan Thompson was an American film producer and screenwriter active during Hollywood’s early sound era, known for his work on several major studio productions.
  • C. Joseph Meacham
    Joseph Meacham was an early American Shaker leader who helped organize and expand the Shaker religious communities in the late 18th century.
  • D. Roy Chanslor
    Roy Chanslor was an American screenwriter and novelist known for his work on mid-20th-century Hollywood films, particularly in the crime and Western genres.
  • E. Jerry Warriner
    Jerry Warriner is the charming, witty husband whose marital misadventures and romantic sparring drive the screwball comedy of the classic film "The Awful Truth."
  • 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_69ca847162c48190b079076c9595513c completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd7fee13a88190b4532fb92ddaf401 completed April 1, 2026, 8:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69d122cd0728819088f6c832cd90d832 completed April 4, 2026, 2:40 p.m.
NEDg Description generation batch_69d12350baa08190b08f619391acbd75 completed April 4, 2026, 2:42 p.m.
NED2 Entity disambiguation (via description) batch_69d123af901c819098bb1401846f0daf completed April 4, 2026, 2:43 p.m.
Created at: March 30, 2026, 7:53 p.m.