Triple
T2721139
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Waikato Region |
E60080
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object | University of Waikato |
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 | Statement: [Waikato Region, hasUniversity, University of Waikato]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Waikato Context triple: [Waikato Region, hasUniversity, University of Waikato]
-
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.
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.
-
C.
Victoria University of Wellington
Victoria University of Wellington is a major New Zealand public research university known for its strong programs in law, humanities, and social sciences, and its central role in the academic and political life of the capital city.
-
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.
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.
- 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_69ab4b746d248190958e052045c09255 |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdab1cb808190b0789c76bc9cb090 |
completed | March 7, 2026, 7:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afb6914f70819099482893d026f34b |
completed | March 10, 2026, 6:13 a.m. |
Created at: March 6, 2026, 9:55 p.m.