Triple

T12580974
Position Surface form Disambiguated ID Type / Status
Subject Hurunui District E300333 entity
Predicate containsTown P847 FINISHED
Object Hanmer Springs
Hanmer Springs is a small New Zealand alpine resort town renowned for its natural hot pools, spa facilities, and outdoor adventure activities.
 E991068 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: Hanmer Springs | Statement: [Hurunui District, containsTown, Hanmer Springs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hanmer Springs
Context triple: [Hurunui District, containsTown, Hanmer Springs]
  • A. Rotorua
    Rotorua is a New Zealand city famed for its geothermal activity, Māori culture, and scenic lakes, located in the central part of the North Island.
  • B. Waitomo Village
    Waitomo Village is a small tourist settlement in New Zealand’s Waikato region that serves as the main gateway to the famous Waitomo glowworm caves and other local limestone attractions.
  • C. Reefton
    Reefton is a historic New Zealand mining town on the West Coast of the South Island, known for being one of the first places in the Southern Hemisphere to have a public electricity supply.
  • D. 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.
  • E. Kaikōura
    Kaikōura is a coastal New Zealand town renowned for its dramatic mountain-and-sea scenery and world-class marine wildlife encounters, especially whale watching.
  • 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: Hanmer Springs
Triple: [Hurunui District, containsTown, Hanmer Springs]
Generated description
Hanmer Springs is a small New Zealand alpine resort town renowned for its natural hot pools, spa facilities, and outdoor adventure activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hanmer Springs
Target entity description: Hanmer Springs is a small New Zealand alpine resort town renowned for its natural hot pools, spa facilities, and outdoor adventure activities.
  • A. Rotorua
    Rotorua is a New Zealand city famed for its geothermal activity, Māori culture, and scenic lakes, located in the central part of the North Island.
  • B. Waitomo Village
    Waitomo Village is a small tourist settlement in New Zealand’s Waikato region that serves as the main gateway to the famous Waitomo glowworm caves and other local limestone attractions.
  • C. Reefton
    Reefton is a historic New Zealand mining town on the West Coast of the South Island, known for being one of the first places in the Southern Hemisphere to have a public electricity supply.
  • D. 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.
  • E. Kaikōura
    Kaikōura is a coastal New Zealand town renowned for its dramatic mountain-and-sea scenery and world-class marine wildlife encounters, especially whale watching.
  • 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_69d7bde87b648190bcd0266e9efde098 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d954b97a508190b6c901c506441dd0 completed April 10, 2026, 7:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6559ba5108190b85be540a405eec8 completed May 2, 2026, 7:50 p.m.
NEDg Description generation batch_69f6566fe5dc8190910bc7ad34593a58 completed May 2, 2026, 7:54 p.m.
NED2 Entity disambiguation (via description) batch_69f65702435c8190a69e681c56a19b16 completed May 2, 2026, 7:56 p.m.
Created at: April 9, 2026, 5:02 p.m.