Triple
T9062764
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Waikato |
E217167
|
entity |
| Predicate | hasResearchCenter |
P40
|
FINISHED |
| Object |
Te Kotahi Research Institute
Te Kotahi Research Institute is a research center at the University of Waikato focused on advancing Māori and Indigenous knowledge, wellbeing, and self-determination through collaborative, community-engaged scholarship.
|
E217167
|
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 Kotahi Research Institute | Statement: [University of Waikato, hasResearchCenter, Te Kotahi Research Institute]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Te Kotahi Research Institute Context triple: [University of Waikato, hasResearchCenter, Te Kotahi Research Institute]
-
A.
GNS Science
GNS Science is New Zealand’s government-owned geoscience research institute, responsible for studying and monitoring geological hazards such as earthquakes and volcanoes.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Western Institute of Technology at Taranaki
Western Institute of Technology at Taranaki is a tertiary education institute in New Zealand offering vocational and applied degree programs across a range of disciplines.
- 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 Kotahi Research Institute Triple: [University of Waikato, hasResearchCenter, Te Kotahi Research Institute]
Generated description
Te Kotahi Research Institute is a research center at the University of Waikato focused on advancing Māori and Indigenous knowledge, wellbeing, and self-determination through collaborative, community-engaged scholarship.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Te Kotahi Research Institute Target entity description: Te Kotahi Research Institute is a research center at the University of Waikato focused on advancing Māori and Indigenous knowledge, wellbeing, and self-determination through collaborative, community-engaged scholarship.
-
A.
GNS Science
GNS Science is New Zealand’s government-owned geoscience research institute, responsible for studying and monitoring geological hazards such as earthquakes and volcanoes.
-
B.
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.
-
C.
University of Waikato
chosen
The University of Waikato is a New Zealand public research university known for its strengths in computer science, education, and environmental studies.
-
D.
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.
-
E.
Western Institute of Technology at Taranaki
Western Institute of Technology at Taranaki is a tertiary education institute in New Zealand offering vocational and applied degree programs across a range of disciplines.
- F. None of above.
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_69ca83d4425481909a319dab847724ec |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc7ecd352c8190a744579209b2e535 |
completed | April 1, 2026, 2:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfebf4b9348190a7f01c64098c25f7 |
completed | April 3, 2026, 4:33 p.m. |
| NEDg | Description generation | batch_69cfedeb1a648190974b579109bdde3b |
completed | April 3, 2026, 4:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfee5ef8208190a129df4fa49037a0 |
completed | April 3, 2026, 4:44 p.m. |
Created at: March 30, 2026, 7:11 p.m.