Triple

T6920382
Position Surface form Disambiguated ID Type / Status
Subject Top Chef E160167 entity
Predicate hasJudge P19462 FINISHED
Object Hugh Acheson
Hugh Acheson is a Canadian-born chef and restaurateur known for his modern Southern cuisine and frequent appearances as a judge on culinary television competitions.
E630026 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: Hugh Acheson | Statement: [Top Chef, hasJudge, Hugh Acheson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hugh Acheson
Context triple: [Top Chef, hasJudge, Hugh Acheson]
  • A. Joel Sayre
    Joel Sayre was an American novelist, journalist, and screenwriter best known for co-writing the classic 1939 adventure film "Gunga Din."
  • B. Charles Ewing
    Charles Ewing was a 19th-century American lawyer, Union Army general in the Civil War, and later a federal official, known as a prominent member of the influential Ewing family.
  • 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. Hugh Baird
    Hugh Baird was a Scottish civil engineer best known for his major role in early 19th-century canal design and construction.
  • E. William Gargan
    William Gargan was an American actor known for his work in film, radio, and television during the 1930s and 1940s, often portraying tough but likable characters.
  • 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: Hugh Acheson
Triple: [Top Chef, hasJudge, Hugh Acheson]
Generated description
Hugh Acheson is a Canadian-born chef and restaurateur known for his modern Southern cuisine and frequent appearances as a judge on culinary television competitions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hugh Acheson
Target entity description: Hugh Acheson is a Canadian-born chef and restaurateur known for his modern Southern cuisine and frequent appearances as a judge on culinary television competitions.
  • A. Joel Sayre
    Joel Sayre was an American novelist, journalist, and screenwriter best known for co-writing the classic 1939 adventure film "Gunga Din."
  • B. Charles Ewing
    Charles Ewing was a 19th-century American lawyer, Union Army general in the Civil War, and later a federal official, known as a prominent member of the influential Ewing family.
  • 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. Hugh Baird
    Hugh Baird was a Scottish civil engineer best known for his major role in early 19th-century canal design and construction.
  • E. William Gargan
    William Gargan was an American actor known for his work in film, radio, and television during the 1930s and 1940s, often portraying tough but likable characters.
  • 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_69c6883ab1008190a07129ff06f625d9 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6d9fa452c8190b2bea2d47309c889 completed March 27, 2026, 7:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c751345edc8190ab0f34120a42571e completed March 28, 2026, 3:55 a.m.
NEDg Description generation batch_69c751abed548190ac2152acd3029d2d completed March 28, 2026, 3:57 a.m.
NED2 Entity disambiguation (via description) batch_69c7558dd72081909af14d319ce01ff6 completed March 28, 2026, 4:14 a.m.
Created at: March 27, 2026, 2:26 p.m.