Triple
T4708821
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Auckland University of Technology |
E104457
|
entity |
| Predicate | hasMotto |
P42
|
FINISHED |
| Object |
Te Wānanga Aronui o Tāmaki Makau Rau
Te Wānanga Aronui o Tāmaki Makau Rau is the Māori name and motto of Auckland University of Technology, reflecting its identity and connection to the Auckland region and Māori culture.
|
E466041
|
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: Te Wānanga Aronui o Tāmaki Makau Rau | Statement: [Auckland University of Technology, hasMotto, Te Wānanga Aronui o Tāmaki Makau Rau]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Te Wānanga Aronui o Tāmaki Makau Rau Context triple: [Auckland University of Technology, hasMotto, Te Wānanga Aronui o Tāmaki Makau Rau]
-
A.
Massey University
Massey University is a major New Zealand university renowned for its research and teaching across multiple campuses, including its main campus in Palmerston North.
-
B.
University of Waikato
The University of Waikato is a New Zealand public research university known for its strengths in computer science, education, and environmental studies.
-
C.
Waikato Institute of Technology
Waikato Institute of Technology is a New Zealand tertiary education provider based in Hamilton, offering vocational and applied training across a range of disciplines.
-
D.
Otago Polytechnic
Otago Polytechnic is a New Zealand tertiary education institution known for its vocational and applied learning programs, with its main campus located in Dunedin.
-
E.
University of Auckland
The University of Auckland is New Zealand’s largest and highest-ranked research-intensive university, located in Auckland and known for its comprehensive range of academic programs and strong international reputation.
- 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: Te Wānanga Aronui o Tāmaki Makau Rau Triple: [Auckland University of Technology, hasMotto, Te Wānanga Aronui o Tāmaki Makau Rau]
Generated description
Te Wānanga Aronui o Tāmaki Makau Rau is the Māori name and motto of Auckland University of Technology, reflecting its identity and connection to the Auckland region and Māori culture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Te Wānanga Aronui o Tāmaki Makau Rau Target entity description: Te Wānanga Aronui o Tāmaki Makau Rau is the Māori name and motto of Auckland University of Technology, reflecting its identity and connection to the Auckland region and Māori culture.
-
A.
Massey University
Massey University is a major New Zealand university renowned for its research and teaching across multiple campuses, including its main campus in Palmerston North.
-
B.
University of Waikato
The University of Waikato is a New Zealand public research university known for its strengths in computer science, education, and environmental studies.
-
C.
Waikato Institute of Technology
Waikato Institute of Technology is a New Zealand tertiary education provider based in Hamilton, offering vocational and applied training across a range of disciplines.
-
D.
Otago Polytechnic
Otago Polytechnic is a New Zealand tertiary education institution known for its vocational and applied learning programs, with its main campus located in Dunedin.
-
E.
University of Auckland
The University of Auckland is New Zealand’s largest and highest-ranked research-intensive university, located in Auckland and known for its comprehensive range of academic programs and strong international reputation.
- 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_69bd43eac3c08190af7e4020c6c3704c |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd63ed2ed081908cd52570ba085806 |
completed | March 20, 2026, 3:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be39e6428c81909be9bdb314993b1e |
completed | March 21, 2026, 6:25 a.m. |
| NEDg | Description generation | batch_69be3c02014c81908a6f3ed676e5505c |
completed | March 21, 2026, 6:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be3cd64d0c8190b007e9f027185225 |
completed | March 21, 2026, 6:38 a.m. |
Created at: March 20, 2026, 1:17 p.m.