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.