Triple

T20303687
Position Surface form Disambiguated ID Type / Status
Subject Rotorua Lakes District E505549 entity
Predicate hasGeothermalArea P7372 FINISHED
Object Wai-O-Tapu
Wai-O-Tapu is a famous geothermal wonderland in New Zealand known for its vividly colored hot springs, bubbling mud pools, and the Lady Knox Geyser.
E1423302 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: Wai-O-Tapu | Statement: [Rotorua Lakes District, hasGeothermalArea, Wai-O-Tapu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wai-O-Tapu
Context triple: [Rotorua Lakes District, hasGeothermalArea, Wai-O-Tapu]
  • A. Whakarewarewa
    Whakarewarewa is a famous geothermal valley and Māori cultural village in Rotorua, New Zealand, known for its geysers, hot springs, and traditional living community.
  • B. Tāwharanui Regional Park
    Tāwharanui Regional Park is a coastal nature reserve on New Zealand’s North Island known for its protected wildlife sanctuary, scenic beaches, and walking tracks.
  • C. Aotea Conservation Park
    Aotea Conservation Park is a large protected natural area on Great Barrier Island in New Zealand, known for its rugged landscapes, native forests, and diverse wildlife.
  • D. Otaraua Pā
    Otaraua Pā is a Māori marae and traditional meeting place of the Otaraua hapū located in the Waitara area of Taranaki, New Zealand.
  • E. Pukekiwiriki Pā
    Pukekiwiriki Pā is a historic Māori hilltop fortification located in the Auckland region of New Zealand, known for its significant cultural and archaeological heritage.
  • 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: Wai-O-Tapu
Triple: [Rotorua Lakes District, hasGeothermalArea, Wai-O-Tapu]
Generated description
Wai-O-Tapu is a famous geothermal wonderland in New Zealand known for its vividly colored hot springs, bubbling mud pools, and the Lady Knox Geyser.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wai-O-Tapu
Target entity description: Wai-O-Tapu is a famous geothermal wonderland in New Zealand known for its vividly colored hot springs, bubbling mud pools, and the Lady Knox Geyser.
  • A. Whakarewarewa
    Whakarewarewa is a famous geothermal valley and Māori cultural village in Rotorua, New Zealand, known for its geysers, hot springs, and traditional living community.
  • B. Tāwharanui Regional Park
    Tāwharanui Regional Park is a coastal nature reserve on New Zealand’s North Island known for its protected wildlife sanctuary, scenic beaches, and walking tracks.
  • C. Aotea Conservation Park
    Aotea Conservation Park is a large protected natural area on Great Barrier Island in New Zealand, known for its rugged landscapes, native forests, and diverse wildlife.
  • D. Otaraua Pā
    Otaraua Pā is a Māori marae and traditional meeting place of the Otaraua hapū located in the Waitara area of Taranaki, New Zealand.
  • E. Pukekiwiriki Pā
    Pukekiwiriki Pā is a historic Māori hilltop fortification located in the Auckland region of New Zealand, known for its significant cultural and archaeological heritage.
  • 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_69e0b4b8ab648190906e18538c250148 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6773e0864819095d272659cd2074d completed April 20, 2026, 6:58 p.m.
NED1 Entity disambiguation (via context triple) batch_6a086119b9808190ba5ebb80b43953d3 completed May 16, 2026, 12:20 p.m.
NEDg Description generation batch_6a0861b954888190a6305aa805aa97ff completed May 16, 2026, 12:23 p.m.
NED2 Entity disambiguation (via description) batch_6a0862237d148190b4e12c878ca9c7a2 completed May 16, 2026, 12:25 p.m.
Created at: April 16, 2026, 11:17 a.m.