Triple

T257442
Position Surface form Disambiguated ID Type / Status
Subject Johns Hopkins University E5465 entity
Predicate notableProgram P4 FINISHED
Object Johns Hopkins Bloomberg School of Public Health
The Johns Hopkins Bloomberg School of Public Health is a leading global institution for public health education and research, renowned for its contributions to epidemiology, health policy, and disease prevention.
E5465 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: Johns Hopkins Bloomberg School of Public Health | Statement: [Johns Hopkins University, notableProgram, Johns Hopkins Bloomberg School of Public Health]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Johns Hopkins Bloomberg School of Public Health
Context triple: [Johns Hopkins University, notableProgram, Johns Hopkins Bloomberg School of Public Health]
  • A. Harvard T.H. Chan School of Public Health
    Harvard T.H. Chan School of Public Health is a leading graduate institution dedicated to advancing public health through research, education, and policy, and is part of Harvard University.
  • B. Johns Hopkins University
    Johns Hopkins University is a prestigious private research university in Baltimore, Maryland, renowned for its leadership in medical, public health, and scientific research.
  • C. Johns Hopkins School of Medicine
    Johns Hopkins School of Medicine is a leading U.S. medical school and biomedical research institution renowned for pioneering medical education, clinical care, and scientific discovery.
  • D. Duke Global Health Institute
    The Duke Global Health Institute is a Duke University research center dedicated to advancing global health through interdisciplinary research, education, and policy engagement focused on improving health equity worldwide.
  • E. George Washington University
    George Washington University is a major private research university in Washington, D.C., known for its strong programs in international affairs, public policy, and law, and its close ties to U.S. government institutions.
  • 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: Johns Hopkins Bloomberg School of Public Health
Triple: [Johns Hopkins University, notableProgram, Johns Hopkins Bloomberg School of Public Health]
Generated description
The Johns Hopkins Bloomberg School of Public Health is a leading global institution for public health education and research, renowned for its contributions to epidemiology, health policy, and disease prevention.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Johns Hopkins Bloomberg School of Public Health
Target entity description: The Johns Hopkins Bloomberg School of Public Health is a leading global institution for public health education and research, renowned for its contributions to epidemiology, health policy, and disease prevention.
  • A. Harvard T.H. Chan School of Public Health
    Harvard T.H. Chan School of Public Health is a leading graduate institution dedicated to advancing public health through research, education, and policy, and is part of Harvard University.
  • B. Johns Hopkins University chosen
    Johns Hopkins University is a prestigious private research university in Baltimore, Maryland, renowned for its leadership in medical, public health, and scientific research.
  • C. Johns Hopkins School of Medicine
    Johns Hopkins School of Medicine is a leading U.S. medical school and biomedical research institution renowned for pioneering medical education, clinical care, and scientific discovery.
  • D. Duke Global Health Institute
    The Duke Global Health Institute is a Duke University research center dedicated to advancing global health through interdisciplinary research, education, and policy engagement focused on improving health equity worldwide.
  • E. George Washington University
    George Washington University is a major private research university in Washington, D.C., known for its strong programs in international affairs, public policy, and law, and its close ties to U.S. government institutions.
  • F. None of above.

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_69a2580a64ac8190ad76e34bb0715b5e completed Feb. 28, 2026, 2:50 a.m.
NER Named-entity recognition batch_69a25d703e688190bb86c69527e306f5 completed Feb. 28, 2026, 3:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3914d5cd08190bd755e1e65feee2a completed March 1, 2026, 1:07 a.m.
NEDg Description generation batch_69a391c9c44c8190a33ca57039c6c68c completed March 1, 2026, 1:09 a.m.
NED2 Entity disambiguation (via description) batch_69a392441684819090076d46960a0e22 completed March 1, 2026, 1:11 a.m.
Created at: Feb. 28, 2026, 2:55 a.m.