Triple
T4235724
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tauranga |
E94686
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object | University of Waikato Tauranga campus |
E217167
|
NE FINISHED |
How this triple was built (2 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: University of Waikato Tauranga campus | Statement: [Tauranga, hasEducationalInstitution, University of Waikato Tauranga campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Waikato Tauranga campus Context triple: [Tauranga, hasEducationalInstitution, University of Waikato Tauranga campus]
-
A.
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.
-
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.
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.
-
D.
University of Canterbury
The University of Canterbury is a major public research university in Christchurch, New Zealand, known for its strong programs in engineering, science, and the humanities.
-
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b34537cc6481909cd0a96acbb33ef7 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34e72ff588190a50c04ab975612dd |
completed | March 12, 2026, 11:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5a866c2448190aaed83d8da3669b8 |
completed | March 14, 2026, 6:26 p.m. |
Created at: March 12, 2026, 11:05 p.m.