Triple

T13024808
Position Surface form Disambiguated ID Type / Status
Subject Waikato District E326274 entity
Predicate borders P224 FINISHED
Object Waikato District (to the north: Auckland Region local authorities) E1005180 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 District (to the north: Auckland Region local authorities) | Statement: [Waikato District, borders, Waikato District (to the north: Auckland Region local authorities)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Waikato District (to the north: Auckland Region local authorities)
Context triple: [Waikato District, borders, Waikato District (to the north: Auckland Region local authorities)]
  • A. South Waikato District Council
    South Waikato District Council is the local government authority responsible for administering and providing services to the South Waikato District in New Zealand, including the town of Tokoroa.
  • B. South Waikato District
    South Waikato District is a predominantly rural local government area in New Zealand’s North Island known for its forestry, farming, and small towns such as Tokoroa.
  • C. Central Districts region of New Zealand
    The Central Districts region of New Zealand is a major domestic cricket catchment area that fields the Central Stags and Central Hinds in New Zealand’s professional competitions.
  • D. Waikato Regional Council
    Waikato Regional Council is the local government authority responsible for regional planning, environmental management, and public services across New Zealand’s Waikato region.
  • E. Waikato District Council chosen
    Waikato District Council is the local government authority responsible for administering the Waikato District in New Zealand, including its communities, infrastructure, and natural 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_69d8076cc45c81908123123f43e69266 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97efac71881908a21d70c3c6ce099 completed April 10, 2026, 10:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6c11c1f6c8190be1c570a7e44a313 completed May 3, 2026, 3:29 a.m.
Created at: April 9, 2026, 8:52 p.m.