Triple

T13024792
Position Surface form Disambiguated ID Type / Status
Subject Waikato District E326274 entity
Predicate hasSettlement P1068 FINISHED
Object Tuakau
Tuakau is a small town in New Zealand’s North Island, located near the Waikato River south of Auckland, known for its rural character and agricultural surroundings.
 E1032361 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: Tuakau | Statement: [Waikato District, hasSettlement, Tuakau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tuakau
Context triple: [Waikato District, hasSettlement, Tuakau]
  • A. Tīrau
    Tīrau is a small rural town in New Zealand’s Waikato region, known for its corrugated iron art, quirky roadside attractions, and role as a junction on major tourist routes.
  • B. Tamaūpoko
    Tamaūpoko is a Māori iwi (tribe) of the central North Island of New Zealand, traditionally associated with the Whanganui region.
  • C. Putāruru
    Putāruru is a small town in New Zealand’s North Island known for its timber industry and proximity to natural attractions such as the Blue Spring.
  • D. Taupiri
    Taupiri is a small township in the Waikato region of New Zealand, known for its proximity to the Waikato River and the sacred Taupiri Mountain.
  • E. Onehunga
    Onehunga is a suburb of Auckland, New Zealand, known for its diverse multicultural community and strong Pacific Island, particularly Tongan, presence.
  • 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: Tuakau
Triple: [Waikato District, hasSettlement, Tuakau]
Generated description
Tuakau is a small town in New Zealand’s North Island, located near the Waikato River south of Auckland, known for its rural character and agricultural surroundings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tuakau
Target entity description: Tuakau is a small town in New Zealand’s North Island, located near the Waikato River south of Auckland, known for its rural character and agricultural surroundings.
  • A. Tīrau
    Tīrau is a small rural town in New Zealand’s Waikato region, known for its corrugated iron art, quirky roadside attractions, and role as a junction on major tourist routes.
  • B. Tamaūpoko
    Tamaūpoko is a Māori iwi (tribe) of the central North Island of New Zealand, traditionally associated with the Whanganui region.
  • C. Putāruru
    Putāruru is a small town in New Zealand’s North Island known for its timber industry and proximity to natural attractions such as the Blue Spring.
  • D. Taupiri
    Taupiri is a small township in the Waikato region of New Zealand, known for its proximity to the Waikato River and the sacred Taupiri Mountain.
  • E. Onehunga
    Onehunga is a suburb of Auckland, New Zealand, known for its diverse multicultural community and strong Pacific Island, particularly Tongan, presence.
  • 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_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_69f716b885708190b6c38c481fa9ca21 completed May 3, 2026, 9:34 a.m.
NEDg Description generation batch_69f7177e07508190b46e6a12f09e7986 completed May 3, 2026, 9:38 a.m.
NED2 Entity disambiguation (via description) batch_69f717e72b988190927b628022bcbf12 completed May 3, 2026, 9:39 a.m.
Created at: April 9, 2026, 8:52 p.m.