Triple
T17051095
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | I Love to Eat |
E413696
|
entity |
| Predicate | featuredChef |
P50761
|
FINISHED |
| Object | James Beard |
—
|
NE NERFINISHED |
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: James Beard | Statement: [I Love to Eat, featuredChef, James Beard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Beard Context triple: [I Love to Eat, featuredChef, James Beard]
-
A.
James Beard
chosen
James Beard was a pioneering American chef, cookbook author, and television personality often called the "Dean of American cookery."
-
B.
Leonard Berry
Leonard Berry is a prominent American marketing scholar best known for his pioneering work in services marketing and customer loyalty.
-
C.
Michael Lyon
Michael Lyon is an Australian local government politician who serves as the mayor of Byron Shire in New South Wales.
-
D.
James Ritz
James Ritz is a screenwriter best known for co-writing the 1977 action-comedy film "Grand Theft Auto," one of Ron Howard’s early directing projects.
-
E.
Bob Hartley
Bob Hartley is a Canadian professional ice hockey coach best known for leading the Colorado Avalanche to a Stanley Cup championship and later coaching several NHL teams, including the Atlanta Thrashers and Calgary Flames.
- 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: featuredChef Context triple: [I Love to Eat, featuredChef, James Beard]
-
A.
chefTitle
Indicates that one entity holds a specific professional or honorific title in the role of a chef relative to another entity.
-
B.
chef
chosen
Indicates that one entity serves as the cook or culinary professional responsible for preparing food for another entity or context.
-
C.
notableIronChef
Indicates that the subject is a chef who is notably recognized for participating in or being associated with the Iron Chef cooking competition.
-
D.
knownForDish
Indicates that an entity is recognized or notable for preparing, serving, or being associated with a particular dish.
-
E.
featuredCoach
Indicates that a particular coach is highlighted or given special prominence within a specific context or collection.
- F. None of above.
Provenance (3 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_69d886cde3d481908d4d01ba88ba7eb7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3daa26e84819098b41ae15618e813 |
completed | April 18, 2026, 7:25 p.m. |
| PD | Predicate disambiguation | batch_69e35d60a588819084f53ef9f8b2e7c0 |
completed | April 18, 2026, 10:30 a.m. |
Created at: April 10, 2026, 5:34 a.m.