Triple
T11474139
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Worst Cooks in America |
E271981
|
entity |
| Predicate | hasRecurringHost |
P90709
|
FINISHED |
| Object |
Robert Irvine
Robert Irvine is a British celebrity chef and television personality known for hosting and appearing on numerous Food Network shows, often focusing on high-pressure culinary challenges and restaurant makeovers.
|
E927462
|
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: Robert Irvine | Statement: [Worst Cooks in America, hasRecurringHost, Robert Irvine]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert Irvine Context triple: [Worst Cooks in America, hasRecurringHost, Robert Irvine]
-
A.
Ken Freeman
Ken Freeman is a British composer, keyboardist, and synthesizer pioneer known for his influential session work and contributions to progressive and electronic music.
-
B.
Richard Ward
Richard Ward was an American character actor known for his work in film, television, and theater, including a supporting role in the comedy classic "The Jerk."
-
C.
William D'Elia
William D'Elia is an American mobster who became a powerful boss in the Bufalino crime family and a significant figure in organized crime in Pennsylvania.
-
D.
Greg McEwan
Greg McEwan is a child of the acclaimed British novelist Ian McEwan.
-
E.
Jerry Baldwin
Jerry Baldwin is an American entrepreneur best known as one of the co-founders of the Starbucks coffee company.
- 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: Robert Irvine Triple: [Worst Cooks in America, hasRecurringHost, Robert Irvine]
Generated description
Robert Irvine is a British celebrity chef and television personality known for hosting and appearing on numerous Food Network shows, often focusing on high-pressure culinary challenges and restaurant makeovers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert Irvine Target entity description: Robert Irvine is a British celebrity chef and television personality known for hosting and appearing on numerous Food Network shows, often focusing on high-pressure culinary challenges and restaurant makeovers.
-
A.
Ken Freeman
Ken Freeman is a British composer, keyboardist, and synthesizer pioneer known for his influential session work and contributions to progressive and electronic music.
-
B.
Richard Ward
Richard Ward was an American character actor known for his work in film, television, and theater, including a supporting role in the comedy classic "The Jerk."
-
C.
William D'Elia
William D'Elia is an American mobster who became a powerful boss in the Bufalino crime family and a significant figure in organized crime in Pennsylvania.
-
D.
Greg McEwan
Greg McEwan is a child of the acclaimed British novelist Ian McEwan.
-
E.
Jerry Baldwin
Jerry Baldwin is an American entrepreneur best known as one of the co-founders of the Starbucks coffee company.
- 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_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_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. |
Created at: April 8, 2026, 9:35 p.m.