Triple

T12580984
Position Surface form Disambiguated ID Type / Status
Subject Hurunui District E300333 entity
Predicate containsAttraction P5121 FINISHED
Object Hurunui Hot Springs
Hurunui Hot Springs is a natural thermal hot pool attraction in New Zealand’s South Island, known for its relaxing mineral waters and scenic rural setting.
E991073 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: Hurunui Hot Springs | Statement: [Hurunui District, containsAttraction, Hurunui Hot Springs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hurunui Hot Springs
Context triple: [Hurunui District, containsAttraction, Hurunui Hot Springs]
  • A. Ardent Hot Spring
    Ardent Hot Spring is a popular natural geothermal pool on Camiguin Island in the Philippines, known for its warm, mineral-rich waters and lush tropical surroundings.
  • B. Mainit Hot Springs
    Mainit Hot Springs is a natural geothermal hot spring attraction on the island province of Biliran in the Philippines, known for its warm mineral waters and lush tropical surroundings.
  • C. Peninsula Hot Springs
    Peninsula Hot Springs is a popular geothermal spa and wellness retreat on Victoria’s Mornington Peninsula, known for its natural hot mineral pools and tranquil bathing experiences.
  • D. Walini hot spring
    Walini hot spring is a popular natural hot spring resort in the Ciwidey area of West Java, Indonesia, known for its warm mineral pools and scenic highland surroundings.
  • E. Haruna Lake hot springs
    Haruna Lake hot springs is a hot spring resort area near Lake Haruna on Mount Haruna in Gunma Prefecture, Japan, known for its scenic volcanic setting and relaxing baths.
  • 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: Hurunui Hot Springs
Triple: [Hurunui District, containsAttraction, Hurunui Hot Springs]
Generated description
Hurunui Hot Springs is a natural thermal hot pool attraction in New Zealand’s South Island, known for its relaxing mineral waters and scenic rural setting.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hurunui Hot Springs
Target entity description: Hurunui Hot Springs is a natural thermal hot pool attraction in New Zealand’s South Island, known for its relaxing mineral waters and scenic rural setting.
  • A. Ardent Hot Spring
    Ardent Hot Spring is a popular natural geothermal pool on Camiguin Island in the Philippines, known for its warm, mineral-rich waters and lush tropical surroundings.
  • B. Mainit Hot Springs
    Mainit Hot Springs is a natural geothermal hot spring attraction on the island province of Biliran in the Philippines, known for its warm mineral waters and lush tropical surroundings.
  • C. Peninsula Hot Springs
    Peninsula Hot Springs is a popular geothermal spa and wellness retreat on Victoria’s Mornington Peninsula, known for its natural hot mineral pools and tranquil bathing experiences.
  • D. Walini hot spring
    Walini hot spring is a popular natural hot spring resort in the Ciwidey area of West Java, Indonesia, known for its warm mineral pools and scenic highland surroundings.
  • E. Haruna Lake hot springs
    Haruna Lake hot springs is a hot spring resort area near Lake Haruna on Mount Haruna in Gunma Prefecture, Japan, known for its scenic volcanic setting and relaxing baths.
  • 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.