Triple

T11950982
Position Surface form Disambiguated ID Type / Status
Subject MasterChef Australia E284422 entity
Predicate basedOn P98 FINISHED
Object MasterChef
MasterChef is a competitive cooking reality television format in which amateur chefs face culinary challenges and eliminations to be crowned the winner.
 E956803 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 | Statement: [MasterChef Australia, basedOn, MasterChef]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MasterChef
Context triple: [MasterChef Australia, basedOn, MasterChef]
  • 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. Top Chef Masters
    Top Chef Masters is a reality cooking competition television series in which acclaimed, established chefs compete in culinary challenges for charity.
  • C. 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.
  • D. Chef!
    Chef! is a British television sitcom starring Lenny Henry as an irascible head chef running a high-end restaurant kitchen.
  • E. Celebrity MasterChef
    Celebrity MasterChef is a British television cooking competition in which famous personalities showcase their culinary skills in a series of challenges judged by professional chefs.
  • 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
Triple: [MasterChef Australia, basedOn, MasterChef]
Generated description
MasterChef is a competitive cooking reality television format in which amateur chefs face culinary challenges and eliminations to be crowned the winner.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MasterChef
Target entity description: MasterChef is a competitive cooking reality television format in which amateur chefs face culinary challenges and eliminations to be crowned the winner.
  • 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. Top Chef Masters
    Top Chef Masters is a reality cooking competition television series in which acclaimed, established chefs compete in culinary challenges for charity.
  • C. 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.
  • D. Chef!
    Chef! is a British television sitcom starring Lenny Henry as an irascible head chef running a high-end restaurant kitchen.
  • E. Celebrity MasterChef
    Celebrity MasterChef is a British television cooking competition in which famous personalities showcase their culinary skills in a series of challenges judged by professional chefs.
  • 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.