Triple

T18401720
Position Surface form Disambiguated ID Type / Status
Subject Kaipara District E450012 entity
Predicate hasRiver P165 FINISHED
Object Wairau River (Northland)
Wairau River (Northland) is a river in New Zealand’s Northland Region that flows through the Kaipara District toward the Kaipara Harbour.
 E1513723 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: Wairau River (Northland) | Statement: [Kaipara District, hasRiver, Wairau River (Northland)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wairau River (Northland)
Context triple: [Kaipara District, hasRiver, Wairau River (Northland)]
  • A. Wairau River
    The Wairau River is a major river in New Zealand’s Marlborough region, known for flowing through one of the country’s prominent wine-producing valleys.
  • B. 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.
  • C. 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.
  • D. Waimakariri River
    The Waimakariri River is a major braided river in New Zealand’s South Island, flowing from the Southern Alps to the Pacific Ocean near Christchurch.
  • E. 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.
  • 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: Wairau River (Northland)
Triple: [Kaipara District, hasRiver, Wairau River (Northland)]
Generated description
Wairau River (Northland) is a river in New Zealand’s Northland Region that flows through the Kaipara District toward the Kaipara Harbour.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wairau River (Northland)
Target entity description: Wairau River (Northland) is a river in New Zealand’s Northland Region that flows through the Kaipara District toward the Kaipara Harbour.
  • A. Wairau River
    The Wairau River is a major river in New Zealand’s Marlborough region, known for flowing through one of the country’s prominent wine-producing valleys.
  • B. 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.
  • C. 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.
  • D. Waimakariri River
    The Waimakariri River is a major braided river in New Zealand’s South Island, flowing from the Southern Alps to the Pacific Ocean near Christchurch.
  • E. 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.
  • 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_6a0a735b9e5881909ec8672fd82c1068 completed May 18, 2026, 2:03 a.m.
NEDg Description generation batch_6a0a74e81da881908c73d864258dcdd5 completed May 18, 2026, 2:09 a.m.
NED2 Entity disambiguation (via description) batch_6a0a75ce1ed88190be60d0ed29a056ba completed May 18, 2026, 2:13 a.m.
Created at: April 10, 2026, 10:46 a.m.