Triple

T23267815
Position Surface form Disambiguated ID Type / Status
Subject Heaphy Track E588202 entity
Predicate nearCity P350 FINISHED
Object Karamea
Karamea is a small, remote township on the northern West Coast of New Zealand’s South Island, known as a gateway to Kahurangi National Park and the Heaphy Track.
 E1587876 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: Karamea | Statement: [Heaphy Track, nearCity, Karamea]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Karamea
Context triple: [Heaphy Track, nearCity, Karamea]
  • A. Takapau
    Takapau is a small rural township in New Zealand’s Hawke’s Bay region, known historically for its freezing works and surrounding sheep and beef farming.
  • B. Rongotea
    Rongotea is a small rural township in New Zealand’s Manawatū region, known for its surrounding dairy farmland and close-knit community.
  • C. Pauatahanui
    Pauatahanui is a semi-rural coastal community in the Wellington Region of New Zealand, known for its scenic inlet, wetlands, and village atmosphere.
  • D. Matapōuri
    Matapōuri is a small coastal settlement in Northland, New Zealand, known for its picturesque white-sand beach, clear waters, and nearby natural attractions like the Mermaid Pools.
  • E. Opononi
    Opononi is a small coastal settlement in New Zealand known for its scenic Hokianga Harbour views and historic seaside charm.
  • 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: Karamea
Triple: [Heaphy Track, nearCity, Karamea]
Generated description
Karamea is a small, remote township on the northern West Coast of New Zealand’s South Island, known as a gateway to Kahurangi National Park and the Heaphy Track.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Karamea
Target entity description: Karamea is a small, remote township on the northern West Coast of New Zealand’s South Island, known as a gateway to Kahurangi National Park and the Heaphy Track.
  • A. Takapau
    Takapau is a small rural township in New Zealand’s Hawke’s Bay region, known historically for its freezing works and surrounding sheep and beef farming.
  • B. Rongotea
    Rongotea is a small rural township in New Zealand’s Manawatū region, known for its surrounding dairy farmland and close-knit community.
  • C. Pauatahanui
    Pauatahanui is a semi-rural coastal community in the Wellington Region of New Zealand, known for its scenic inlet, wetlands, and village atmosphere.
  • D. Matapōuri
    Matapōuri is a small coastal settlement in Northland, New Zealand, known for its picturesque white-sand beach, clear waters, and nearby natural attractions like the Mermaid Pools.
  • E. Opononi
    Opononi is a small coastal settlement in New Zealand known for its scenic Hokianga Harbour views and historic seaside charm.
  • 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_69e25d148adc819088efbf42672604e9 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f19570fcc0819091df22140828155b completed April 29, 2026, 5:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c8234a0a0819080099167c3a8f047 completed May 19, 2026, 3:31 p.m.
NEDg Description generation batch_6a0ca6eda1f481908482f3a66d576c3c completed May 19, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0ca7bdf7f08190b50191b029480fc5 completed May 19, 2026, 6:11 p.m.
Created at: April 17, 2026, 4:41 p.m.