Triple

T5670422
Position Surface form Disambiguated ID Type / Status
Subject Auckland Region E124960 entity
Predicate borders P224 FINISHED
Object Waikato Region E60080 NE FINISHED

How this triple was built (2 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: Waikato Region | Statement: [Auckland Region, borders, Waikato Region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Waikato Region
Context triple: [Auckland Region, borders, Waikato Region]
  • A. Waikato Region chosen
    The Waikato Region is a large administrative and geographic area in the central North Island of New Zealand, known for its fertile farmland, the Waikato River, and significant natural attractions including parts of Tongariro National Park.
  • B. Waikato District
    Waikato District is a predominantly rural local government area in New Zealand’s North Island, known for its dairy farming, small towns, and proximity to the city of Hamilton.
  • C. Manawatū-Whanganui Region
    Manawatū-Whanganui Region is a central North Island region of New Zealand known for its mix of agricultural plains, river valleys, and volcanic landscapes, including part of Tongariro National Park.
  • D. Otago Region
    Otago Region is a large region in the south of New Zealand’s South Island, known for its dramatic landscapes, historic gold-mining heritage, and the university city of Dunedin.
  • E. Taupō District
    Taupō District is a local government area in New Zealand’s central North Island, known for encompassing Lake Taupō, geothermal attractions, and outdoor recreation areas.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69c00828906881908966f270b8f130cf completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02349b570819090f754a2f25e4cf3 completed March 22, 2026, 5:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c51892bb648190987b9626ef7ea4d9 completed March 26, 2026, 11:29 a.m.
Created at: March 22, 2026, 3:43 p.m.