Triple

T17002634
Position Surface form Disambiguated ID Type / Status
Subject Te Arawa E412485 entity
Predicate hasSubgroup P747 FINISHED
Object Tūhourangi
Tūhourangi is a Māori iwi (tribe) of the central North Island of New Zealand, traditionally associated with the Rotorua region and renowned for its cultural heritage and geothermal landscapes.
E1250388 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: Tūhourangi | Statement: [Te Arawa, hasSubgroup, Tūhourangi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tūhourangi
Context triple: [Te Arawa, hasSubgroup, Tūhourangi]
  • A. Te Puia
    Te Puia is a major Māori cultural and geothermal tourism center in Rotorua, New Zealand, renowned for its geysers, hot springs, and traditional arts and crafts institute.
  • B. Marakei
    Marakei is a coral atoll in the Pacific island nation of Kiribati, known for its traditional villages and encircling lagoon.
  • C. Tirau
    Tirau is a small rural town in New Zealand’s Waikato region, known for its corrugated iron art buildings and role as a key junction on State Highway 1.
  • D. Maungaturoto
    Maungaturoto is a small rural town in northern New Zealand known for its farming community and location near the Kaipara Harbour.
  • E. Maungamahue
    Maungamahue is a mountain peak located within New Zealand’s Ruahine Range, known for its rugged terrain and backcountry tramping routes.
  • 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: Tūhourangi
Triple: [Te Arawa, hasSubgroup, Tūhourangi]
Generated description
Tūhourangi is a Māori iwi (tribe) of the central North Island of New Zealand, traditionally associated with the Rotorua region and renowned for its cultural heritage and geothermal landscapes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tūhourangi
Target entity description: Tūhourangi is a Māori iwi (tribe) of the central North Island of New Zealand, traditionally associated with the Rotorua region and renowned for its cultural heritage and geothermal landscapes.
  • A. Te Puia
    Te Puia is a major Māori cultural and geothermal tourism center in Rotorua, New Zealand, renowned for its geysers, hot springs, and traditional arts and crafts institute.
  • B. Marakei
    Marakei is a coral atoll in the Pacific island nation of Kiribati, known for its traditional villages and encircling lagoon.
  • C. Tirau
    Tirau is a small rural town in New Zealand’s Waikato region, known for its corrugated iron art buildings and role as a key junction on State Highway 1.
  • D. Maungaturoto
    Maungaturoto is a small rural town in northern New Zealand known for its farming community and location near the Kaipara Harbour.
  • E. Maungamahue
    Maungamahue is a mountain peak located within New Zealand’s Ruahine Range, known for its rugged terrain and backcountry tramping routes.
  • 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_69d886cb581c8190ab05f4b429c9cd85 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d37f8ba88190b8d32a1d09b6e6fd completed April 18, 2026, 6:54 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0139ed3c5c8190b9d3662378ead04c completed May 11, 2026, 2:07 a.m.
NEDg Description generation batch_6a013ae388548190b09d2c81e1ab0d02 completed May 11, 2026, 2:11 a.m.
NED2 Entity disambiguation (via description) batch_6a013b4df74c81908b3b99e276531e13 completed May 11, 2026, 2:13 a.m.
Created at: April 10, 2026, 5:32 a.m.