Triple
T11473734
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Iron Chef America |
E271972
|
entity |
| Predicate | notableIronChef |
P99478
|
FINISHED |
| Object |
Bobby Flay
Bobby Flay is an American celebrity chef, restaurateur, and television personality known for his Southwestern-inspired cuisine and numerous Food Network shows.
|
E927439
|
NE FINISHED |
How this triple was built (5 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: Bobby Flay | Statement: [Iron Chef America, notableIronChef, Bobby Flay]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bobby Flay Context triple: [Iron Chef America, notableIronChef, Bobby Flay]
-
A.
Sam Perkins
Sam Perkins is a former American professional basketball player and three-time NCAA champion best known for his collegiate career at North Carolina and long NBA tenure with teams including the Dallas Mavericks, Los Angeles Lakers, and Seattle SuperSonics.
-
B.
Beat Bobby Flay
Beat Bobby Flay is a competitive cooking television show in which chefs face off for the chance to challenge celebrity chef Bobby Flay with their signature dish.
-
C.
Jerry O’Malley
Jerry O’Malley is a minor character in the television series "Grey’s Anatomy," known primarily as the father of surgical resident George O’Malley.
-
D.
Jay "Chef" Hicks
Jay "Chef" Hicks is a nervous yet good-natured Navy cook who serves alongside Captain Benjamin L. Willard in the Vietnam War film "Apocalypse Now."
-
E.
Brad Peyton
Brad Peyton is a Canadian film director, producer, and screenwriter best known for helming large-scale action and disaster movies such as "San Andreas" and "Rampage."
- 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: Bobby Flay Triple: [Iron Chef America, notableIronChef, Bobby Flay]
Generated description
Bobby Flay is an American celebrity chef, restaurateur, and television personality known for his Southwestern-inspired cuisine and numerous Food Network shows.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bobby Flay Target entity description: Bobby Flay is an American celebrity chef, restaurateur, and television personality known for his Southwestern-inspired cuisine and numerous Food Network shows.
-
A.
Sam Perkins
Sam Perkins is a former American professional basketball player and three-time NCAA champion best known for his collegiate career at North Carolina and long NBA tenure with teams including the Dallas Mavericks, Los Angeles Lakers, and Seattle SuperSonics.
-
B.
Beat Bobby Flay
Beat Bobby Flay is a competitive cooking television show in which chefs face off for the chance to challenge celebrity chef Bobby Flay with their signature dish.
-
C.
Jerry O’Malley
Jerry O’Malley is a minor character in the television series "Grey’s Anatomy," known primarily as the father of surgical resident George O’Malley.
-
D.
Jay "Chef" Hicks
Jay "Chef" Hicks is a nervous yet good-natured Navy cook who serves alongside Captain Benjamin L. Willard in the Vietnam War film "Apocalypse Now."
-
E.
Brad Peyton
Brad Peyton is a Canadian film director, producer, and screenwriter best known for helming large-scale action and disaster movies such as "San Andreas" and "Rampage."
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: notableIronChef Context triple: [Iron Chef America, notableIronChef, Bobby Flay]
-
A.
knownForDish
Indicates that an entity is recognized or notable for preparing, serving, or being associated with a particular dish.
-
B.
notableWinemaker
Indicates that the subject is recognized as a distinguished or prominent winemaker.
-
C.
notableBrewmaster
Indicates that an entity is recognized for being an outstanding or distinguished brewmaster, typically noted for significant skill, influence, or achievement in brewing.
-
D.
chef
Indicates that one entity serves as the cook or culinary professional responsible for preparing food for another entity or context.
-
E.
notableInterviewee
Indicates that a person has been interviewed by another person or organization in a way considered significant or noteworthy.
- F. None of above. chosen
Provenance (7 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_69d6aae0c8d881908a5a360c0be3242e |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8294b3f388190a587c358313f7260 |
completed | April 9, 2026, 10:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5e95a479c81909a330c9721bd3902 |
completed | April 20, 2026, 8:52 a.m. |
| NEDg | Description generation | batch_69e5f15a50b881908d0930021833ae74 |
completed | April 20, 2026, 9:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e5f88f16748190826a7fc5d27019d7 |
completed | April 20, 2026, 9:57 a.m. |
| PD | Predicate disambiguation | batch_69d8086ecd6c81908f424864857762d6 |
completed | April 9, 2026, 8:13 p.m. |
| PDg | Predicate description generation | batch_69d8279925e4819089210611c0d8e61a |
completed | April 9, 2026, 10:26 p.m. |
Created at: April 8, 2026, 9:35 p.m.