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.