Triple

T12387332
Position Surface form Disambiguated ID Type / Status
Subject Cambridge, New Zealand E295899 entity
Predicate hasNearbySettlement P4647 FINISHED
Object Tamahere, New Zealand
Tamahere, New Zealand is a semi-rural community in the Waikato region known for its lifestyle properties, proximity to Hamilton and Cambridge, and strong local school and community facilities.
 E985015 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: Tamahere, New Zealand | Statement: [Cambridge, New Zealand, hasNearbySettlement, Tamahere, New Zealand]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tamahere, New Zealand
Context triple: [Cambridge, New Zealand, hasNearbySettlement, Tamahere, New Zealand]
  • A. Paraparaumu, New Zealand
    Paraparaumu is a coastal town on New Zealand’s Kāpiti Coast, known as a commuter hub for Wellington and a gateway to Kāpiti Island.
  • B. Awanui, New Zealand
    Awanui, New Zealand is a small rural settlement in the Far North of the North Island, known as a service hub near the junction to Cape Reinga.
  • C. Te Kuiti, New Zealand
    Te Kuiti, New Zealand is a small rural town in the Waikato region known as the "Shearing Capital of the World" and closely associated with legendary All Blacks lock Colin Meads.
  • D. Oamaru, New Zealand
    Oamaru, New Zealand is a coastal town in North Otago known for its well-preserved Victorian architecture and little blue penguin colony.
  • E. Tapanui, New Zealand
    Tapanui, New Zealand is a small rural town in West Otago known for its farming community and for doubling as the fictional town of Millhaven in the 2016 Disney film "Pete’s Dragon."
  • 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: Tamahere, New Zealand
Triple: [Cambridge, New Zealand, hasNearbySettlement, Tamahere, New Zealand]
Generated description
Tamahere, New Zealand is a semi-rural community in the Waikato region known for its lifestyle properties, proximity to Hamilton and Cambridge, and strong local school and community facilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tamahere, New Zealand
Target entity description: Tamahere, New Zealand is a semi-rural community in the Waikato region known for its lifestyle properties, proximity to Hamilton and Cambridge, and strong local school and community facilities.
  • A. Paraparaumu, New Zealand
    Paraparaumu is a coastal town on New Zealand’s Kāpiti Coast, known as a commuter hub for Wellington and a gateway to Kāpiti Island.
  • B. Awanui, New Zealand
    Awanui, New Zealand is a small rural settlement in the Far North of the North Island, known as a service hub near the junction to Cape Reinga.
  • C. Te Kuiti, New Zealand
    Te Kuiti, New Zealand is a small rural town in the Waikato region known as the "Shearing Capital of the World" and closely associated with legendary All Blacks lock Colin Meads.
  • D. Oamaru, New Zealand
    Oamaru, New Zealand is a coastal town in North Otago known for its well-preserved Victorian architecture and little blue penguin colony.
  • E. Tapanui, New Zealand
    Tapanui, New Zealand is a small rural town in West Otago known for its farming community and for doubling as the fictional town of Millhaven in the 2016 Disney film "Pete’s Dragon."
  • 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_69d6ad9e653c8190b1473c860ee53dae completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d93fbd489c819098233a111442762e completed April 10, 2026, 6:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63ef7fabc819090837c11c4c34651 completed May 2, 2026, 6:14 p.m.
NEDg Description generation batch_69f6412345ac8190826f4fecb8055fb5 completed May 2, 2026, 6:23 p.m.
NED2 Entity disambiguation (via description) batch_69f64231606481909b8dd9d878670a6c completed May 2, 2026, 6:28 p.m.
Created at: April 8, 2026, 9:54 p.m.