Triple

T11473724
Position Surface form Disambiguated ID Type / Status
Subject Iron Chef America E271972 entity
Predicate features P997 FINISHED
Object Iron Chefs
Iron Chefs are elite, highly skilled chefs who serve as recurring culinary champions in the competitive cooking franchise "Iron Chef," challenging guest chefs in timed, themed battles.
 E271972 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: Iron Chefs | Statement: [Iron Chef America, features, Iron Chefs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Iron Chefs
Context triple: [Iron Chef America, features, Iron Chefs]
  • 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. Top Chef Masters
    Top Chef Masters is a reality cooking competition television series in which acclaimed, established chefs compete in culinary challenges for charity.
  • D. 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.
  • E. Home Chef
    Home Chef is a meal kit and prepared meals company offering convenient, ready-to-cook and heat-and-eat food solutions for home consumers.
  • 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: Iron Chefs
Triple: [Iron Chef America, features, Iron Chefs]
Generated description
Iron Chefs are elite, highly skilled chefs who serve as recurring culinary champions in the competitive cooking franchise "Iron Chef," challenging guest chefs in timed, themed battles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Iron Chefs
Target entity description: Iron Chefs are elite, highly skilled chefs who serve as recurring culinary champions in the competitive cooking franchise "Iron Chef," challenging guest chefs in timed, themed battles.
  • A. Iron Chef America chosen
    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. Top Chef Masters
    Top Chef Masters is a reality cooking competition television series in which acclaimed, established chefs compete in culinary challenges for charity.
  • D. 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.
  • E. Home Chef
    Home Chef is a meal kit and prepared meals company offering convenient, ready-to-cook and heat-and-eat food solutions for home consumers.
  • F. None of above.

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_69d8294b3f388190a587c358313f7260 completed April 9, 2026, 10:33 p.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.