Triple

T18401953
Position Surface form Disambiguated ID Type / Status
Subject Tutukaka Coast E450017 entity
Predicate hasPart P35 FINISHED
Object Ngunguru
Ngunguru is a small coastal settlement in Northland, New Zealand, known for its estuary, sandy beaches, and role as a gateway to the Tutukaka Coast.
 E1324338 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: Ngunguru | Statement: [Tutukaka Coast, hasPart, Ngunguru]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ngunguru
Context triple: [Tutukaka Coast, hasPart, Ngunguru]
  • A. 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.
  • B. Yipounou
    Yipounou is an alternate name for Yipunu, a Bantu language spoken primarily by the Punu people of Gabon.
  • C. Maungamahue
    Maungamahue is a mountain peak located within New Zealand’s Ruahine Range, known for its rugged terrain and backcountry tramping routes.
  • D. Runga
    Runga are an ethnic group primarily found in the Central African Republic, Chad, and Sudan, known for their distinct language and cultural traditions.
  • E. Rakahanga
    Rakahanga is a remote coral atoll in the northern Cook Islands known for its traditional Polynesian culture and small, close-knit community.
  • 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: Ngunguru
Triple: [Tutukaka Coast, hasPart, Ngunguru]
Generated description
Ngunguru is a small coastal settlement in Northland, New Zealand, known for its estuary, sandy beaches, and role as a gateway to the Tutukaka Coast.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ngunguru
Target entity description: Ngunguru is a small coastal settlement in Northland, New Zealand, known for its estuary, sandy beaches, and role as a gateway to the Tutukaka Coast.
  • A. 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.
  • B. Yipounou
    Yipounou is an alternate name for Yipunu, a Bantu language spoken primarily by the Punu people of Gabon.
  • C. Maungamahue
    Maungamahue is a mountain peak located within New Zealand’s Ruahine Range, known for its rugged terrain and backcountry tramping routes.
  • D. Runga
    Runga are an ethnic group primarily found in the Central African Republic, Chad, and Sudan, known for their distinct language and cultural traditions.
  • E. Rakahanga
    Rakahanga is a remote coral atoll in the northern Cook Islands known for its traditional Polynesian culture and small, close-knit community.
  • 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_69d8b9fab8a8819086a9ddc0871715e0 completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e5195185b08190bd3b5471cdc047b0 completed April 19, 2026, 6:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03f0a06d7081908300196891849a74 completed May 13, 2026, 3:31 a.m.
NEDg Description generation batch_6a03f200c7148190a57f7896ff22b958 completed May 13, 2026, 3:37 a.m.
NED2 Entity disambiguation (via description) batch_6a03f341ce908190b1cb1ba350814107 completed May 13, 2026, 3:42 a.m.
Created at: April 10, 2026, 10:46 a.m.