Triple

T18401717
Position Surface form Disambiguated ID Type / Status
Subject Kaipara District E450012 entity
Predicate hasRiver P165 FINISHED
Object Wairoa River
The Wairoa River is a major river in New Zealand’s Northland region, flowing through rural landscapes before emptying into the expansive Kaipara Harbour.
 E1512423 NE FINISHED

How this triple was built (4 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: Wairoa River | Statement: [Kaipara District, hasRiver, Wairoa River]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wairoa River
Context triple: [Kaipara District, hasRiver, Wairoa River]
  • A. 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.
  • B. Wairoa
    Wairoa is a small rural town in northeastern Hawke's Bay, New Zealand, known as a service centre for the surrounding farming and forestry communities.
  • C. Manawatū River
    The Manawatū River is a major river in New Zealand that flows through the lower North Island, including the Manawatū region, before reaching the Tasman Sea.
  • D. Whangaehu River
    The Whangaehu River is a central North Island river in New Zealand known for draining the crater lake of Mount Ruapehu and carrying highly acidic volcanic waters to the coast.
  • E. Ngaruroro River
    The Ngaruroro River is a major river in New Zealand’s Hawke’s Bay region, known for its braided channels, agricultural importance, and role in regional water supply and recreation.
  • 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: Wairoa River
Triple: [Kaipara District, hasRiver, Wairoa River]
Generated description
The Wairoa River is a major river in New Zealand’s Northland region, flowing through rural landscapes before emptying into the expansive Kaipara Harbour.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wairoa River
Target entity description: The Wairoa River is a major river in New Zealand’s Northland region, flowing through rural landscapes before emptying into the expansive Kaipara Harbour.
  • A. 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.
  • B. Wairoa
    Wairoa is a small rural town in northeastern Hawke's Bay, New Zealand, known as a service centre for the surrounding farming and forestry communities.
  • C. Manawatū River
    The Manawatū River is a major river in New Zealand that flows through the lower North Island, including the Manawatū region, before reaching the Tasman Sea.
  • D. Whangaehu River
    The Whangaehu River is a central North Island river in New Zealand known for draining the crater lake of Mount Ruapehu and carrying highly acidic volcanic waters to the coast.
  • E. Ngaruroro River
    The Ngaruroro River is a major river in New Zealand’s Hawke’s Bay region, known for its braided channels, agricultural importance, and role in regional water supply and recreation.
  • F. None of above. chosen

Provenance (5 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_69d8b9fab8a8819086a9ddc0871715e0 completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e5195185b08190bd3b5471cdc047b0 completed April 19, 2026, 6:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a6d6015e081909fea513c07e31ac4 completed May 18, 2026, 1:37 a.m.
NEDg Description generation batch_6a0a6ebd63888190a21c3d4907b5c38a completed May 18, 2026, 1:43 a.m.
NED2 Entity disambiguation (via description) batch_6a0a6f3de2e88190824c9cc266c7ee8c completed May 18, 2026, 1:45 a.m.
Created at: April 10, 2026, 10:46 a.m.