Triple

T7591145
Position Surface form Disambiguated ID Type / Status
Subject Johns Hopkins Bloomberg School of Public Health E179737 entity
Predicate affiliation P10 FINISHED
Object Association of Schools and Programs of Public Health
The Association of Schools and Programs of Public Health is a U.S.-based organization that represents and accredits academic institutions dedicated to education, research, and practice in public health.
E675316 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: Association of Schools and Programs of Public Health | Statement: [Johns Hopkins Bloomberg School of Public Health, affiliation, Association of Schools and Programs of Public Health]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Association of Schools and Programs of Public Health
Context triple: [Johns Hopkins Bloomberg School of Public Health, affiliation, Association of Schools and Programs of Public Health]
  • A. Council on Education for Public Health
    The Council on Education for Public Health is an independent accrediting body that evaluates and certifies schools and programs in public health to ensure they meet established standards of quality and professional preparation.
  • B. Graduate School of Public Health
    The Graduate School of Public Health at the University of Pittsburgh is a professional school dedicated to education and research in public health disciplines such as epidemiology, biostatistics, health policy, and environmental health.
  • C. Graduate School of Public Health
    The Graduate School of Public Health is an academic unit of the University of Puerto Rico’s Medical Sciences Campus dedicated to education and research in public health disciplines.
  • D. Graduate School of Public Health
    The Graduate School of Public Health is a specialized graduate institution at Yonsei University dedicated to advanced education and research in public health and health policy.
  • 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: Association of Schools and Programs of Public Health
Triple: [Johns Hopkins Bloomberg School of Public Health, affiliation, Association of Schools and Programs of Public Health]
Generated description
The Association of Schools and Programs of Public Health is a U.S.-based organization that represents and accredits academic institutions dedicated to education, research, and practice in public health.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Association of Schools and Programs of Public Health
Target entity description: The Association of Schools and Programs of Public Health is a U.S.-based organization that represents and accredits academic institutions dedicated to education, research, and practice in public health.
  • A. Council on Education for Public Health
    The Council on Education for Public Health is an independent accrediting body that evaluates and certifies schools and programs in public health to ensure they meet established standards of quality and professional preparation.
  • B. Graduate School of Public Health
    The Graduate School of Public Health at the University of Pittsburgh is a professional school dedicated to education and research in public health disciplines such as epidemiology, biostatistics, health policy, and environmental health.
  • C. Graduate School of Public Health
    The Graduate School of Public Health is an academic unit of the University of Puerto Rico’s Medical Sciences Campus dedicated to education and research in public health disciplines.
  • D. Graduate School of Public Health
    The Graduate School of Public Health is a specialized graduate institution at Yonsei University dedicated to advanced education and research in public health and health policy.
  • 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_69c69f335248819093c1006f30513708 completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c6f9b746ac8190b255afdfb9635f72 completed March 27, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69c86192b5d88190b0a02cf303462bfb completed March 28, 2026, 11:17 p.m.
NEDg Description generation batch_69c8628d252c8190bc67e90f497f1ada completed March 28, 2026, 11:21 p.m.
NED2 Entity disambiguation (via description) batch_69c8631e5c2c8190b1c593ca9bbf039c completed March 28, 2026, 11:24 p.m.
Created at: March 27, 2026, 3:53 p.m.