Triple

T5105486
Position Surface form Disambiguated ID Type / Status
Subject Abel Tasman National Park E115081 entity
Predicate nearestTown P350 FINISHED
Object Takaka
Takaka is a small town in New Zealand’s Golden Bay region that serves as a popular gateway for visitors to Abel Tasman National Park and the surrounding natural attractions.
E495286 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: Takaka | Statement: [Abel Tasman National Park, nearestTown, Takaka]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Takaka
Context triple: [Abel Tasman National Park, nearestTown, Takaka]
  • A. Kerikeri
    Kerikeri is a historic town in New Zealand known for its subtropical climate, orchards, and early European settlement sites such as the Stone Store and Kemp House.
  • B. Kaiwaka
    Kaiwaka is a small rural township in New Zealand known as the "Gateway to the North," serving as a key stop on State Highway 1 between Auckland and the Far North.
  • C. Otorohanga
    Otorohanga is a small rural town in New Zealand known as the gateway to the Waitomo Caves and for its strong association with Māori culture and kiwi conservation.
  • D. 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.
  • E. Te Kauwhata
    Te Kauwhata is a small rural township in New Zealand’s Waikato region, known for its vineyards, agriculture, and location between Hamilton and Auckland.
  • 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: Takaka
Triple: [Abel Tasman National Park, nearestTown, Takaka]
Generated description
Takaka is a small town in New Zealand’s Golden Bay region that serves as a popular gateway for visitors to Abel Tasman National Park and the surrounding natural attractions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Takaka
Target entity description: Takaka is a small town in New Zealand’s Golden Bay region that serves as a popular gateway for visitors to Abel Tasman National Park and the surrounding natural attractions.
  • A. Kerikeri
    Kerikeri is a historic town in New Zealand known for its subtropical climate, orchards, and early European settlement sites such as the Stone Store and Kemp House.
  • B. Kaiwaka
    Kaiwaka is a small rural township in New Zealand known as the "Gateway to the North," serving as a key stop on State Highway 1 between Auckland and the Far North.
  • C. Otorohanga
    Otorohanga is a small rural town in New Zealand known as the gateway to the Waitomo Caves and for its strong association with Māori culture and kiwi conservation.
  • D. 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.
  • E. Te Kauwhata
    Te Kauwhata is a small rural township in New Zealand’s Waikato region, known for its vineyards, agriculture, and location between Hamilton and Auckland.
  • 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_69bd4440b3348190be1251fd8b7951f1 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd7589e40c8190a46e4a1b7142be14 completed March 20, 2026, 4:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69bec36fe8dc8190a391547043d28e11 completed March 21, 2026, 4:12 p.m.
NEDg Description generation batch_69bec506d5b88190bcf6e7cb5f602c2f completed March 21, 2026, 4:19 p.m.
NED2 Entity disambiguation (via description) batch_69bec5ae111c8190914e93dc1680d36e completed March 21, 2026, 4:22 p.m.
Created at: March 20, 2026, 1:41 p.m.