Triple
T6457130
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Darren Star |
E142020
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Kitchen Confidential (TV series)
Kitchen Confidential is a short-lived 2005 American sitcom loosely based on Anthony Bourdain’s memoir, following the chaotic professional and personal life of a talented yet troubled New York chef.
|
E594868
|
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: Kitchen Confidential (TV series) | Statement: [Darren Star, notableWork, Kitchen Confidential (TV series)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kitchen Confidential (TV series) Context triple: [Darren Star, notableWork, Kitchen Confidential (TV series)]
-
A.
Iron Chef America
Iron Chef America is a competitive cooking television series in which top chefs face off in timed culinary battles judged on creativity, taste, and presentation.
-
B.
Top Chef
Top Chef is a long-running American reality competition television series in which professional chefs compete in culinary challenges judged by a panel of food and hospitality experts.
-
C.
Diners, Drive-Ins and Dives
Diners, Drive-Ins and Dives is a popular American food and travel television series hosted by Guy Fieri that showcases unique and beloved local restaurants across the United States and beyond.
-
D.
Anthony Bourdain: Parts Unknown
Anthony Bourdain: Parts Unknown is a travel and food documentary television series in which chef and writer Anthony Bourdain explores global cultures, cuisines, and political issues.
-
E.
The Naked Chef
The Naked Chef is a popular British television cooking series and accompanying cookbook brand that helped make chef Jamie Oliver internationally famous for his relaxed, approachable style of home cooking.
- 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: Kitchen Confidential (TV series) Triple: [Darren Star, notableWork, Kitchen Confidential (TV series)]
Generated description
Kitchen Confidential is a short-lived 2005 American sitcom loosely based on Anthony Bourdain’s memoir, following the chaotic professional and personal life of a talented yet troubled New York chef.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kitchen Confidential (TV series) Target entity description: Kitchen Confidential is a short-lived 2005 American sitcom loosely based on Anthony Bourdain’s memoir, following the chaotic professional and personal life of a talented yet troubled New York chef.
-
A.
Iron Chef America
Iron Chef America is a competitive cooking television series in which top chefs face off in timed culinary battles judged on creativity, taste, and presentation.
-
B.
Top Chef
Top Chef is a long-running American reality competition television series in which professional chefs compete in culinary challenges judged by a panel of food and hospitality experts.
-
C.
Diners, Drive-Ins and Dives
Diners, Drive-Ins and Dives is a popular American food and travel television series hosted by Guy Fieri that showcases unique and beloved local restaurants across the United States and beyond.
-
D.
Anthony Bourdain: Parts Unknown
Anthony Bourdain: Parts Unknown is a travel and food documentary television series in which chef and writer Anthony Bourdain explores global cultures, cuisines, and political issues.
-
E.
Live from the Kitchen
Live from the Kitchen is the major-label debut studio album by American rapper Yo Gotti, showcasing his Southern hip hop style and street-oriented lyricism.
- 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_69c008d2f91c8190a8178767a35e08fc |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c069d639ec8190bb0a806da4118440 |
completed | March 22, 2026, 10:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c64bdef4a881908f3d7b6eefab7def |
completed | March 27, 2026, 9:20 a.m. |
| NEDg | Description generation | batch_69c64fba85a08190ad270b010294f86a |
completed | March 27, 2026, 9:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6508c2fb481909da94b4f67e95ecf |
completed | March 27, 2026, 9:40 a.m. |
Created at: March 22, 2026, 4:48 p.m.