Triple
T6920392
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Top Chef |
E160167
|
entity |
| Predicate | spinOff |
P7736
|
FINISHED |
| Object |
Top Chef Masters
Top Chef Masters is a reality cooking competition television series in which acclaimed, established chefs compete in culinary challenges for charity.
|
E631808
|
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: Top Chef Masters | Statement: [Top Chef, spinOff, Top Chef Masters]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Top Chef Masters Context triple: [Top Chef, spinOff, Top Chef Masters]
-
A.
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.
-
B.
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.
-
C.
Chopped
Chopped is a competitive cooking television show in which chefs race against the clock to create dishes from mystery basket ingredients, judged by a panel of culinary experts.
-
D.
MasterChef Australia
MasterChef Australia is a popular Australian competitive cooking reality TV series in which amateur chefs vie for culinary recognition through a series of cooking challenges and eliminations.
-
E.
Worst Cooks in America
Worst Cooks in America is a reality cooking competition series in which professional chefs attempt to transform kitchen novices into competent cooks through intensive culinary boot camps.
- 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: Top Chef Masters Triple: [Top Chef, spinOff, Top Chef Masters]
Generated description
Top Chef Masters is a reality cooking competition television series in which acclaimed, established chefs compete in culinary challenges for charity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Top Chef Masters Target entity description: Top Chef Masters is a reality cooking competition television series in which acclaimed, established chefs compete in culinary challenges for charity.
-
A.
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.
-
B.
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.
-
C.
Chopped
Chopped is a competitive cooking television show in which chefs race against the clock to create dishes from mystery basket ingredients, judged by a panel of culinary experts.
-
D.
MasterChef Australia
MasterChef Australia is a popular Australian competitive cooking reality TV series in which amateur chefs vie for culinary recognition through a series of cooking challenges and eliminations.
-
E.
Worst Cooks in America
Worst Cooks in America is a reality cooking competition series in which professional chefs attempt to transform kitchen novices into competent cooks through intensive culinary boot camps.
- 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_69c6883ab1008190a07129ff06f625d9 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6d9fa452c8190b2bea2d47309c889 |
completed | March 27, 2026, 7:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c75854d968819085e0c5123a57c751 |
completed | March 28, 2026, 4:25 a.m. |
| NEDg | Description generation | batch_69c75a417b7481908846a53712ea2323 |
completed | March 28, 2026, 4:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c75abf8de881908e1ae0a46da795bc |
completed | March 28, 2026, 4:36 a.m. |
Created at: March 27, 2026, 2:26 p.m.