Triple
T20536485
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manukau |
E504211
|
entity |
| Predicate | hasInstitution |
P186
|
FINISHED |
| Object |
Manukau Institute of Technology
Manukau Institute of Technology is a large tertiary education provider in South Auckland, New Zealand, offering vocational and applied learning programmes across a wide range of disciplines.
|
E1437924
|
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: Manukau Institute of Technology | Statement: [Manukau, hasInstitution, Manukau Institute of Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Manukau Institute of Technology Context triple: [Manukau, hasInstitution, Manukau Institute of Technology]
-
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.
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.
-
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.
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.
-
E.
Te Rangi Hiroa College
Te Rangi Hiroa College is a residential college at the University of Otago in Dunedin, New Zealand, providing accommodation and community life for undergraduate students.
- 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: Manukau Institute of Technology Triple: [Manukau, hasInstitution, Manukau Institute of Technology]
Generated description
Manukau Institute of Technology is a large tertiary education provider in South Auckland, New Zealand, offering vocational and applied learning programmes across a wide range of disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Manukau Institute of Technology Target entity description: Manukau Institute of Technology is a large tertiary education provider in South Auckland, New Zealand, offering vocational and applied learning programmes across a wide 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.
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.
-
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.
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.
-
E.
Te Rangi Hiroa College
Te Rangi Hiroa College is a residential college at the University of Otago in Dunedin, New Zealand, providing accommodation and community life for undergraduate students.
- 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_69e0b4b476648190bc6019622ae54d3c |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6a28f2f1081908f656d790ff182ff |
completed | April 20, 2026, 10:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08a5638f688190b74c79fcb506a24d |
completed | May 16, 2026, 5:12 p.m. |
| NEDg | Description generation | batch_6a08a9459444819089c180ede20cc100 |
completed | May 16, 2026, 5:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08a9c8ae4c8190951fb838bd8c5e91 |
completed | May 16, 2026, 5:30 p.m. |
Created at: April 16, 2026, 11:37 a.m.