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.