Triple
T12315522
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Waikato-Tainui |
E293588
|
entity |
| Predicate | hasEconomicArm |
P3410
|
FINISHED |
| Object |
Waikato-Tainui College for Research and Development
Waikato-Tainui College for Research and Development is a tribal research and education institution focused on advancing Māori knowledge, leadership, and socio-economic development for the Waikato-Tainui iwi.
|
E979630
|
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-Tainui College for Research and Development | Statement: [Waikato-Tainui, hasEconomicArm, Waikato-Tainui College for Research and Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waikato-Tainui College for Research and Development Context triple: [Waikato-Tainui, hasEconomicArm, Waikato-Tainui College for Research and Development]
-
A.
Whanganui City College
Whanganui City College is a secondary school in Whanganui, New Zealand, providing education for local high school students.
-
B.
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.
-
C.
Otahuhu College
Otahuhu College is a secondary school located in the suburb of Ōtāhuhu in Auckland, New Zealand.
-
D.
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.
-
E.
Te Kuiti High School
Te Kuiti High School is a co-educational secondary school serving the rural community of Te Kuiti in New Zealand’s Waikato region.
- 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-Tainui College for Research and Development Triple: [Waikato-Tainui, hasEconomicArm, Waikato-Tainui College for Research and Development]
Generated description
Waikato-Tainui College for Research and Development is a tribal research and education institution focused on advancing Māori knowledge, leadership, and socio-economic development for the Waikato-Tainui iwi.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Waikato-Tainui College for Research and Development Target entity description: Waikato-Tainui College for Research and Development is a tribal research and education institution focused on advancing Māori knowledge, leadership, and socio-economic development for the Waikato-Tainui iwi.
-
A.
Whanganui City College
Whanganui City College is a secondary school in Whanganui, New Zealand, providing education for local high school students.
-
B.
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.
-
C.
Otahuhu College
Otahuhu College is a secondary school located in the suburb of Ōtāhuhu in Auckland, New Zealand.
-
D.
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.
-
E.
Te Kuiti High School
Te Kuiti High School is a co-educational secondary school serving the rural community of Te Kuiti in New Zealand’s Waikato region.
- 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_69d6ab6a2b50819082f6aedd32ed608a |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93f05186481909c024a933b4f6c60 |
completed | April 10, 2026, 6:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f62a9d50b081908f0bdb7a2ca2832a |
completed | May 2, 2026, 4:47 p.m. |
| NEDg | Description generation | batch_69f62be420308190bcb00d8b37b09ea2 |
completed | May 2, 2026, 4:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f63050f5d48190881688d12c4c1819 |
completed | May 2, 2026, 5:11 p.m. |
Created at: April 8, 2026, 9:53 p.m.