Triple
T11474137
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Worst Cooks in America |
E271981
|
entity |
| Predicate | hasRecurringHost |
P90709
|
FINISHED |
| Object |
Carla Hall
Carla Hall is an American chef, television personality, and former co-host of "The Chew," known for her approachable Southern-inspired cooking and frequent appearances on Food Network.
|
E927461
|
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: Carla Hall | Statement: [Worst Cooks in America, hasRecurringHost, Carla Hall]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Carla Hall Context triple: [Worst Cooks in America, hasRecurringHost, Carla Hall]
-
A.
Janet Langhart
Janet Langhart is an American television journalist, author, and former model known for her work as a news correspondent and for her writings on race and civil rights.
-
B.
Shari Headley
Shari Headley is an American actress best known for her role as Lisa McDowell in the classic comedy film "Coming to America."
-
C.
Elaine Chappelle
Elaine Chappelle is the wife of comedian Dave Chappelle and the mother of their three children, known for maintaining a private life away from the public spotlight.
-
D.
Sandra Lee
Sandra Lee is an American television chef and author known for her "Semi-Homemade" cooking concept and numerous Food Network shows.
-
E.
Anna LoPizzo
Anna LoPizzo was an Italian immigrant mill worker whose death during the 1912 Lawrence textile strike became a pivotal rallying point for the labor movement in the United States.
- 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: Carla Hall Triple: [Worst Cooks in America, hasRecurringHost, Carla Hall]
Generated description
Carla Hall is an American chef, television personality, and former co-host of "The Chew," known for her approachable Southern-inspired cooking and frequent appearances on Food Network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Carla Hall Target entity description: Carla Hall is an American chef, television personality, and former co-host of "The Chew," known for her approachable Southern-inspired cooking and frequent appearances on Food Network.
-
A.
Janet Langhart
Janet Langhart is an American television journalist, author, and former model known for her work as a news correspondent and for her writings on race and civil rights.
-
B.
Shari Headley
Shari Headley is an American actress best known for her role as Lisa McDowell in the classic comedy film "Coming to America."
-
C.
Elaine Chappelle
Elaine Chappelle is the wife of comedian Dave Chappelle and the mother of their three children, known for maintaining a private life away from the public spotlight.
-
D.
Sandra Lee
Sandra Lee is an American television chef and author known for her "Semi-Homemade" cooking concept and numerous Food Network shows.
-
E.
Anna LoPizzo
Anna LoPizzo was an Italian immigrant mill worker whose death during the 1912 Lawrence textile strike became a pivotal rallying point for the labor movement in the United States.
- 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.