Triple

T12314997
Position Surface form Disambiguated ID Type / Status
Subject Tokoroa E293576 entity
Predicate hasNearbyTown P3883 FINISHED
Object 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.
 E983243 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: Tīrau | Statement: [Tokoroa, hasNearbyTown, Tīrau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tīrau
Context triple: [Tokoroa, hasNearbyTown, Tīrau]
  • A. 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.
  • B. Tamaūpoko
    Tamaūpoko is a Māori iwi (tribe) of the central North Island of New Zealand, traditionally associated with the Whanganui region.
  • C. Runga
    Runga are an ethnic group primarily found in the Central African Republic, Chad, and Sudan, known for their distinct language and cultural traditions.
  • D. Otaki
    Ōtaki is a small coastal town on New Zealand’s Kāpiti Coast, known for its Māori cultural heritage, beaches, and proximity to outdoor recreation in the surrounding ranges.
  • E. 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.
  • 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: Tīrau
Triple: [Tokoroa, hasNearbyTown, Tīrau]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tīrau
Target entity description: 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.
  • A. 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.
  • B. Tamaūpoko
    Tamaūpoko is a Māori iwi (tribe) of the central North Island of New Zealand, traditionally associated with the Whanganui region.
  • C. Runga
    Runga are an ethnic group primarily found in the Central African Republic, Chad, and Sudan, known for their distinct language and cultural traditions.
  • D. Otaki
    Ōtaki is a small coastal town on New Zealand’s Kāpiti Coast, known for its Māori cultural heritage, beaches, and proximity to outdoor recreation in the surrounding ranges.
  • E. 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.
  • 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_69d6ab6a2b50819082f6aedd32ed608a completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f05186481909c024a933b4f6c60 completed April 10, 2026, 6:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63eefad508190be266c776525a7cc completed May 2, 2026, 6:14 p.m.
NEDg Description generation batch_69f6400fe9888190ae8244ccc8e8bc39 completed May 2, 2026, 6:18 p.m.
NED2 Entity disambiguation (via description) batch_69f6416ba1bc8190a772bffe4d83ec15 completed May 2, 2026, 6:24 p.m.
Created at: April 8, 2026, 9:53 p.m.