Triple
T11474132
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Worst Cooks in America |
E271981
|
entity |
| Predicate | hasRecurringHost |
P90709
|
FINISHED |
| Object |
Anne Burrell
Anne Burrell is an American chef and television personality best known for her energetic teaching style and appearances on Food Network cooking shows.
|
E940867
|
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: Anne Burrell | Statement: [Worst Cooks in America, hasRecurringHost, Anne Burrell]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Anne Burrell Context triple: [Worst Cooks in America, hasRecurringHost, Anne Burrell]
-
A.
Sandra Lee
Sandra Lee is an American dermatologist and television personality best known for her viral pimple-popping videos and her TLC reality series "Dr. Pimple Popper."
-
B.
Sandra Lee
Sandra Lee is an American television chef and author known for her "Semi-Homemade" cooking concept and numerous Food Network shows.
-
C.
Ina Garten
Ina Garten is an American cookbook author and television host best known for her approachable, elegant home cooking showcased on the Food Network.
-
D.
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.
-
E.
Alice Webb
Alice Webb is a British media executive and producer known for her leadership roles in major broadcasting organizations and involvement in high-profile documentary projects.
- 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: Anne Burrell Triple: [Worst Cooks in America, hasRecurringHost, Anne Burrell]
Generated description
Anne Burrell is an American chef and television personality best known for her energetic teaching style and appearances on Food Network cooking shows.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Anne Burrell Target entity description: Anne Burrell is an American chef and television personality best known for her energetic teaching style and appearances on Food Network cooking shows.
-
A.
Sandra Lee
Sandra Lee is an American dermatologist and television personality best known for her viral pimple-popping videos and her TLC reality series "Dr. Pimple Popper."
-
B.
Sandra Lee
Sandra Lee is an American television chef and author known for her "Semi-Homemade" cooking concept and numerous Food Network shows.
-
C.
Ina Garten
Ina Garten is an American cookbook author and television host best known for her approachable, elegant home cooking showcased on the Food Network.
-
D.
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.
-
E.
Alice Webb
Alice Webb is a British media executive and producer known for her leadership roles in major broadcasting organizations and involvement in high-profile documentary projects.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasRecurringHost Context triple: [Worst Cooks in America, hasRecurringHost, Anne Burrell]
-
A.
hasRecurringRole
chosen
Indicates that an entity repeatedly appears or participates in a role within an ongoing or multiple related contexts over time.
-
B.
continuesToHost
Indicates that an entity remains the host of another entity or event over an ongoing period of time.
-
C.
hasFormerHost
Indicates that an entity previously served as the host of another entity but no longer holds that hosting role.
-
D.
hasMainHost
Indicates that one entity serves as the primary or principal host for another entity.
-
E.
hasRecurringElement
Indicates that an entity includes an element that appears repeatedly or occurs multiple times within it.
- F. None of above.
Provenance (6 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_69ef12c1cd048190b58410542005acbc |
completed | April 27, 2026, 7:39 a.m. |
| NEDg | Description generation | batch_69ef511f8f688190b2806d4e8ab16511 |
completed | April 27, 2026, 12:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ef537efcc48190afffaa50f28940d8 |
completed | April 27, 2026, 12:15 p.m. |
| PD | Predicate disambiguation | batch_69d8086ecd6c81908f424864857762d6 |
completed | April 9, 2026, 8:13 p.m. |
Created at: April 8, 2026, 9:35 p.m.