Triple
T2625797
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Network Ten |
E59113
|
entity |
| Predicate | flagshipRealityProgram |
P5271
|
FINISHED |
| Object |
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.
|
E284422
|
NE FINISHED |
How this triple was built (5 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 Australia | Statement: [Network Ten, flagshipRealityProgram, MasterChef Australia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MasterChef Australia Context triple: [Network Ten, flagshipRealityProgram, MasterChef Australia]
-
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.
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.
-
E.
Tuncurry
Tuncurry is a coastal town in New South Wales, Australia, known for its beaches, lakes, and close connection to the twin town of Forster.
- 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 Australia Triple: [Network Ten, flagshipRealityProgram, MasterChef Australia]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MasterChef Australia Target entity description: 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.
-
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.
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.
-
E.
Tuncurry
Tuncurry is a coastal town in New South Wales, Australia, known for its beaches, lakes, and close connection to the twin town of Forster.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: flagshipRealityProgram Context triple: [Network Ten, flagshipRealityProgram, MasterChef Australia]
-
A.
flagshipProgram
chosen
Indicates that a program is the primary, most prominent, or most important offering associated with an entity.
-
B.
flagshipFor
Indicates that one entity serves as the primary or leading representative example for another entity, often embodying its most important qualities or status.
-
C.
famousProgram
Indicates that a program is widely recognized or well-known, typically for its impact, quality, or popularity.
-
D.
flagshipType
Indicates that one entity is the primary or most important representative (flagship) of a particular type, category, or group defined by the other entity.
-
E.
logoProgram
Indicates that an entity serves as the logo or emblem used in a specific program, application, or software.
- F. None of above.
Provenance (6 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_69ab4ac558388190962492cd2e1b0ce6 |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abdb0e7b888190bfa5d2e33f00ec0f |
completed | March 7, 2026, 8 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af909e02d0819082377681f4376531 |
completed | March 10, 2026, 3:31 a.m. |
| NEDg | Description generation | batch_69af9359975c8190b76029f4555039f9 |
completed | March 10, 2026, 3:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af941e2d588190a9754df030d25301 |
completed | March 10, 2026, 3:46 a.m. |
| PD | Predicate disambiguation | batch_69abd810d7f481908e81c305772c4c14 |
completed | March 7, 2026, 7:47 a.m. |
Created at: March 6, 2026, 9:50 p.m.