Triple
T4708813
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Auckland University of Technology |
E104457
|
entity |
| Predicate | hasSchool |
P113
|
FINISHED |
| Object |
School of Public Health and Interdisciplinary Studies
The School of Public Health and Interdisciplinary Studies is an academic unit at Auckland University of Technology focused on public health education, research, and cross-disciplinary approaches to health and wellbeing.
|
E464214
|
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: School of Public Health and Interdisciplinary Studies | Statement: [Auckland University of Technology, hasSchool, School of Public Health and Interdisciplinary Studies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: School of Public Health and Interdisciplinary Studies Context triple: [Auckland University of Technology, hasSchool, School of Public Health and Interdisciplinary Studies]
-
A.
School of Public Health and Health Sciences
The School of Public Health and Health Sciences is a professional school at the University of Massachusetts Amherst dedicated to education and research in public health, nutrition, kinesiology, and related health sciences.
-
B.
School of Public Health and Health Services
The School of Public Health and Health Services, now known as the Milken Institute School of Public Health, is George Washington University’s public health school offering education and research programs in areas such as epidemiology, health policy, and global health.
-
C.
School of Public Health
The University of Michigan School of Public Health is a leading institution dedicated to research, education, and practice in public health disciplines such as epidemiology, health management, and environmental health.
-
D.
School of Public Health
The School of Public Health is a specialized faculty of the Université de Montréal dedicated to education and research in population health, epidemiology, health policy, and related public health disciplines.
-
E.
School of Public Health
The School of Public Health at the University of Saskatchewan is an academic unit dedicated to education and research in public health, epidemiology, and health policy to improve population health outcomes.
- 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: School of Public Health and Interdisciplinary Studies Triple: [Auckland University of Technology, hasSchool, School of Public Health and Interdisciplinary Studies]
Generated description
The School of Public Health and Interdisciplinary Studies is an academic unit at Auckland University of Technology focused on public health education, research, and cross-disciplinary approaches to health and wellbeing.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: School of Public Health and Interdisciplinary Studies Target entity description: The School of Public Health and Interdisciplinary Studies is an academic unit at Auckland University of Technology focused on public health education, research, and cross-disciplinary approaches to health and wellbeing.
-
A.
School of Public Health and Health Sciences
The School of Public Health and Health Sciences is a professional school at the University of Massachusetts Amherst dedicated to education and research in public health, nutrition, kinesiology, and related health sciences.
-
B.
School of Public Health and Health Services
The School of Public Health and Health Services, now known as the Milken Institute School of Public Health, is George Washington University’s public health school offering education and research programs in areas such as epidemiology, health policy, and global health.
-
C.
School of Public Health
The University of Michigan School of Public Health is a leading institution dedicated to research, education, and practice in public health disciplines such as epidemiology, health management, and environmental health.
-
D.
School of Public Health
The School of Public Health at West Virginia University is an academic unit dedicated to education, research, and community engagement in public health disciplines.
-
E.
School of Public Health
The School of Public Health at Fudan University is a leading Chinese institution dedicated to education and research in public health, epidemiology, health policy, and disease prevention.
- 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_69bd43eac3c08190af7e4020c6c3704c |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd63ed2ed081908cd52570ba085806 |
completed | March 20, 2026, 3:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be10721b88819093be46bc5cae17c0 |
completed | March 21, 2026, 3:28 a.m. |
| NEDg | Description generation | batch_69be1452eba88190bf982ab0f464e96f |
completed | March 21, 2026, 3:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be14ca370481909c5e144e63ceb495 |
completed | March 21, 2026, 3:47 a.m. |
Created at: March 20, 2026, 1:17 p.m.