Triple

T11951010
Position Surface form Disambiguated ID Type / Status
Subject MasterChef Australia E284422 entity
Predicate partOfFranchise P1925 FINISHED
Object MasterChef franchise
The MasterChef franchise is a global competitive cooking reality television format that has been adapted in numerous countries, where amateur chefs compete in culinary challenges to win the title of MasterChef.
E956805 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: MasterChef franchise | Statement: [MasterChef Australia, partOfFranchise, MasterChef franchise]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MasterChef franchise
Context triple: [MasterChef Australia, partOfFranchise, MasterChef franchise]
  • A. Iron Chef
    Iron Chef is a Japanese cooking show franchise in which top chefs engage in timed, themed culinary battles before a panel of judges.
  • 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. Chef Mickey's
    Chef Mickey's is a popular character dining buffet restaurant at Walt Disney World where guests can meet classic Disney characters like Mickey Mouse while enjoying family-friendly meals.
  • D. The Kitchen Restaurant Group
    The Kitchen Restaurant Group is a mission-driven American restaurant company focused on community-oriented, sustainably sourced food, co-founded by entrepreneur and philanthropist Kimbal Musk.
  • E. 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.
  • 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: MasterChef franchise
Triple: [MasterChef Australia, partOfFranchise, MasterChef franchise]
Generated description
The MasterChef franchise is a global competitive cooking reality television format that has been adapted in numerous countries, where amateur chefs compete in culinary challenges to win the title of MasterChef.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MasterChef franchise
Target entity description: The MasterChef franchise is a global competitive cooking reality television format that has been adapted in numerous countries, where amateur chefs compete in culinary challenges to win the title of MasterChef.
  • A. Iron Chef
    Iron Chef is a Japanese cooking show franchise in which top chefs engage in timed, themed culinary battles before a panel of judges.
  • 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. Chef Mickey's
    Chef Mickey's is a popular character dining buffet restaurant at Walt Disney World where guests can meet classic Disney characters like Mickey Mouse while enjoying family-friendly meals.
  • D. The Kitchen Restaurant Group
    The Kitchen Restaurant Group is a mission-driven American restaurant company focused on community-oriented, sustainably sourced food, co-founded by entrepreneur and philanthropist Kimbal Musk.
  • E. 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.
  • 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_69d6ab2db38c8190b1f0ed6663ef8ada completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d90364c2608190a3946c9595c71164 completed April 10, 2026, 2:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69f458f16f088190a0005ff0fd4f547f completed May 1, 2026, 7:40 a.m.
NEDg Description generation batch_69f45f86349c81909a806fd7be4008e9 completed May 1, 2026, 8:08 a.m.
NED2 Entity disambiguation (via description) batch_69f4647ee1748190975bce3bbf51a3bc completed May 1, 2026, 8:29 a.m.
Created at: April 8, 2026, 9:45 p.m.