Triple

T11044257
Position Surface form Disambiguated ID Type / Status
Subject Te Marautanga o Aotearoa E261097 entity
Predicate learningArea P76018 FINISHED
Object Pāngarau
Pāngarau is the Māori-medium mathematics learning area in New Zealand’s national curriculum, focusing on mathematical concepts, problem-solving, and numeracy through te reo Māori.
E901029 NE FINISHED

How this triple was built (5 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: Pāngarau | Statement: [Te Marautanga o Aotearoa, learningArea, Pāngarau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pāngarau
Context triple: [Te Marautanga o Aotearoa, learningArea, Pāngarau]
  • A. Mana Whenua
    Mana Whenua is a major exhibition at the Museum of New Zealand Te Papa Tongarewa that explores Māori ancestral connections to the land, culture, and identity of Aotearoa New Zealand.
  • B. Tākitimu
    Tākitimu is a renowned ancestral Māori voyaging canoe (waka) celebrated in tribal traditions across Aotearoa New Zealand.
  • C. Tetautua
    Tetautua is a small village located on Penrhyn Atoll in the northern Cook Islands, known for its remote Polynesian island setting and traditional way of life.
  • D. Pounou
    Pounou is an alternative name for the Punu, a Bantu ethnic group primarily inhabiting parts of Gabon and the Republic of the Congo, known for their rich cultural traditions and distinctive white-faced masks.
  • E. Matiu
    Matiu is a given name notably borne by Matiu Rata, a prominent New Zealand Māori politician and advocate for indigenous rights.
  • 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: Pāngarau
Triple: [Te Marautanga o Aotearoa, learningArea, Pāngarau]
Generated description
Pāngarau is the Māori-medium mathematics learning area in New Zealand’s national curriculum, focusing on mathematical concepts, problem-solving, and numeracy through te reo Māori.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pāngarau
Target entity description: Pāngarau is the Māori-medium mathematics learning area in New Zealand’s national curriculum, focusing on mathematical concepts, problem-solving, and numeracy through te reo Māori.
  • A. Mana Whenua
    Mana Whenua is a major exhibition at the Museum of New Zealand Te Papa Tongarewa that explores Māori ancestral connections to the land, culture, and identity of Aotearoa New Zealand.
  • B. Tākitimu
    Tākitimu is a renowned ancestral Māori voyaging canoe (waka) celebrated in tribal traditions across Aotearoa New Zealand.
  • C. Tetautua
    Tetautua is a small village located on Penrhyn Atoll in the northern Cook Islands, known for its remote Polynesian island setting and traditional way of life.
  • D. Pounou
    Pounou is an alternative name for the Punu, a Bantu ethnic group primarily inhabiting parts of Gabon and the Republic of the Congo, known for their rich cultural traditions and distinctive white-faced masks.
  • E. Matiu
    Matiu is a given name notably borne by Matiu Rata, a prominent New Zealand Māori politician and advocate for indigenous rights.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: learningArea
Context triple: [Te Marautanga o Aotearoa, learningArea, Pāngarau]
  • A. educationalFocus
    Indicates the primary subject area or theme that an educational activity, program, or resource is centered on.
  • B. educationalActivity
    Indicates an action or relationship in which one entity engages in or provides a learning or teaching activity for another.
  • C. learn
    Indicates that an entity acquires knowledge, skills, or understanding from another entity, source, or experience.
  • D. hasCurriculumArea chosen
    Indicates that an educational program, course, or learning activity is associated with a specific curriculum area or subject domain.
  • E. educationSystem
    Indicates the relationship in which an entity is part of, governed by, or operates within a particular system or structure of education.
  • F. None of above.

Provenance (6 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_69d6aa979bdc8190bf0e79104cc098c1 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7982e08548190aec04099cef9453c completed April 9, 2026, 12:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3a9f180688190ab2d1142b30a2836 completed April 18, 2026, 3:57 p.m.
NEDg Description generation batch_69e3ad024ee88190948d5d1c327fd063 completed April 18, 2026, 4:10 p.m.
NED2 Entity disambiguation (via description) batch_69e3b206c7a4819087eb06faa6e1af21 completed April 18, 2026, 4:32 p.m.
PD Predicate disambiguation batch_69d74407cb088190ba37c8da3d342b64 completed April 9, 2026, 6:15 a.m.
Created at: April 8, 2026, 9:26 p.m.