Triple

T16289811
Position Surface form Disambiguated ID Type / Status
Subject Hamilton East E395488 entity
Predicate hasRiver P165 FINISHED
Object Waikato River (western boundary nearby) E92715 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 River (western boundary nearby) | Statement: [Hamilton East, hasRiver, Waikato River (western boundary nearby)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Waikato River (western boundary nearby)
Context triple: [Hamilton East, hasRiver, Waikato River (western boundary nearby)]
  • A. Waikato River chosen
    The Waikato River is New Zealand’s longest river, flowing through the central North Island and playing a key role in the region’s ecology, hydroelectric power generation, and Māori cultural heritage.
  • B. Whanganui River region
    The Whanganui River region is a culturally and historically significant area of New Zealand centered on the Whanganui River, renowned for its deep spiritual importance to Māori and its scenic, forested river landscapes.
  • C. Waipara River
    The Waipara River is a river in North Canterbury, New Zealand, known for flowing through one of the country’s prominent wine-producing regions.
  • D. Waikanae River
    The Waikanae River is a significant waterway on New Zealand’s Kāpiti Coast, valued for its ecological richness, recreational use, and cultural importance to local Māori communities.
  • E. Whanganui River
    The Whanganui River is one of New Zealand’s longest and most culturally significant rivers, renowned for its deep spiritual importance to Māori and its scenic, winding course through the central North Island.
  • 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_69d87f22c7248190a54c949738441e2e completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e249175e24819082e571039e278056 completed April 17, 2026, 2:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a001f94ede48190835e8a0c6f5d0f19 completed May 10, 2026, 6:03 a.m.
Created at: April 10, 2026, 5:05 a.m.