Triple
T3873542
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamilton |
E92442
|
entity |
| Predicate | hasTertiaryInstitution |
P3445
|
FINISHED |
| Object |
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.
|
E401800
|
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: Waikato Institute of Technology | Statement: [Hamilton, hasTertiaryInstitution, Waikato Institute of Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waikato Institute of Technology Context triple: [Hamilton, hasTertiaryInstitution, Waikato Institute of Technology]
-
A.
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.
-
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.
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.
-
D.
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.
-
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: Waikato Institute of Technology Triple: [Hamilton, hasTertiaryInstitution, Waikato Institute of Technology]
Generated description
Waikato Institute of Technology is a New Zealand tertiary education provider based in Hamilton, offering vocational and applied training across a range of disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Waikato Institute of Technology Target entity description: Waikato Institute of Technology is a New Zealand tertiary education provider based in Hamilton, offering vocational and applied training across a range of disciplines.
-
A.
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.
-
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.
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.
-
D.
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.
-
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_69aed967448c819086c4b358d37b25aa |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeec581adc81909219e6f025fc97c2 |
completed | March 9, 2026, 3:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b53375ba7c819092449fe911bfc4fa |
completed | March 14, 2026, 10:07 a.m. |
| NEDg | Description generation | batch_69b5345b408c8190a68c530edd1efb1f |
completed | March 14, 2026, 10:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5351fe4d081909c606f2ced0efbdc |
completed | March 14, 2026, 10:14 a.m. |
Created at: March 9, 2026, 3:20 p.m.