Triple
T4498211
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | New Plymouth |
E100750
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
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.
|
E447910
|
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: Western Institute of Technology at Taranaki | Statement: [New Plymouth, hasEducationalInstitution, Western Institute of Technology at Taranaki]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Western Institute of Technology at Taranaki Context triple: [New Plymouth, hasEducationalInstitution, Western Institute of Technology at Taranaki]
-
A.
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.
-
B.
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.
-
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.
Auckland University of Technology
Auckland University of Technology is a major New Zealand public university known for its applied, industry-focused programs and strong emphasis on innovation and technology.
- 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: Western Institute of Technology at Taranaki Triple: [New Plymouth, hasEducationalInstitution, Western Institute of Technology at Taranaki]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Western Institute of Technology at Taranaki Target entity description: 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.
-
A.
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.
-
B.
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.
-
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.
Auckland University of Technology
Auckland University of Technology is a major New Zealand public university known for its applied, industry-focused programs and strong emphasis on innovation and technology.
- 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_69bd43cdf15081909a4fa2585ff63b3e |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd56c065e88190934eb0b1632d79bb |
completed | March 20, 2026, 2:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bd6f850824819092e518e1bd950f80 |
completed | March 20, 2026, 4:02 p.m. |
| NEDg | Description generation | batch_69bd70324c408190abaf669c943e91e4 |
completed | March 20, 2026, 4:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bd70a49cf48190b940051c7b4dd1d7 |
completed | March 20, 2026, 4:07 p.m. |
Created at: March 20, 2026, 1 p.m.