Triple
T11474133
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Worst Cooks in America |
E271981
|
entity |
| Predicate | hasRecurringHost |
P90709
|
FINISHED |
| Object | Bobby Flay |
E927439
|
NE FINISHED |
How this triple was built (2 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: [Worst Cooks in America, hasRecurringHost, Bobby Flay]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bobby Flay Context triple: [Worst Cooks in America, hasRecurringHost, Bobby Flay]
-
A.
Bobby Flay
chosen
Bobby Flay is an American celebrity chef, restaurateur, and television personality known for his Southwestern-inspired cuisine and numerous Food Network shows.
-
B.
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.
-
C.
Guy Fieri
Guy Fieri is an American restaurateur, author, and television personality best known for his energetic hosting style on Food Network shows.
-
D.
Michael Symon
Michael Symon is an American chef, restaurateur, and television personality best known for his bold, meat-centric cooking and frequent appearances on Food Network.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d6aae0c8d881908a5a360c0be3242e |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d85ddffdf88190a00e94ad5b8b91a5 |
completed | April 10, 2026, 2:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f08f409d348190ba97ed5cf34d755a |
completed | April 28, 2026, 10:43 a.m. |
Created at: April 8, 2026, 9:35 p.m.