Triple

T12472652
Position Surface form Disambiguated ID Type / Status
Subject Todd Muller E298098 entity
Predicate electorateRepresented P15002 FINISHED
Object Bay of Plenty E84728 NE FINISHED

How this triple was built (3 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: Bay of Plenty | Statement: [Todd Muller, electorateRepresented, Bay of Plenty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bay of Plenty
Context triple: [Todd Muller, electorateRepresented, Bay of Plenty]
  • A. Bay of Plenty chosen
    Bay of Plenty is a large coastal region on the northeastern side of New Zealand’s North Island, known for its sheltered bay, beaches, and horticulture.
  • B. Onerahi
    Onerahi is a coastal suburb of Whangārei in Northland, New Zealand, known for its harbour views and proximity to Whangārei Airport.
  • C. Waitangirua
    Waitangirua is a residential suburb of Porirua in the Wellington region of New Zealand, known for its diverse community and predominantly state-built housing.
  • D. Waitara
    Waitara is a coastal town in New Zealand’s North Island known for its historical significance in the Taranaki land wars and its location at the mouth of the Waitara River.
  • E. Te Anau
    Te Anau is a small lakeside town in New Zealand’s South Island that serves as the main gateway and service hub for exploring Fiordland’s famous fjords, tracks, and wilderness.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: electorateRepresented
Context triple: [Todd Muller, electorateRepresented, Bay of Plenty]
  • A. electorate
    Indicates that an entity functions as the body of people entitled to vote in relation to a particular political unit, office, or decision.
  • B. electorateIncludes
    Indicates that a particular electorate or voting body contains or encompasses the specified member or group as part of those entitled to participate.
  • C. parliamentaryConstituencyRepresented
    Indicates the relationship in which a person or entity serves as the elected representative for a specific parliamentary constituency.
  • D. representedElectoralDistrict chosen
    Indicates that an elected official served as the representative for a specific electoral district or constituency.
  • E. fieldOfRepresentation
    Indicates that something serves as a representational medium or domain through which another entity is depicted, modeled, or expressed.
  • F. None of above.

Provenance (4 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_69d6ada270808190b1a2b2e7b02bb426 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94e626dbc8190ac7dcdb542ba9b0c completed April 10, 2026, 7:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f2373308190b41aafa635c8de5e completed May 2, 2026, 6:14 p.m.
PD Predicate disambiguation batch_69d94d3f701c81909dd0e00251ac8553 completed April 10, 2026, 7:19 p.m.
Created at: April 8, 2026, 9:56 p.m.