Triple

T8073417
Position Surface form Disambiguated ID Type / Status
Subject Johns Hopkins Medical Institutions E188431 entity
Predicate operatedBy P86 FINISHED
Object Johns Hopkins Health System
Johns Hopkins Health System is a major nonprofit healthcare organization affiliated with Johns Hopkins University, overseeing a network of hospitals and medical facilities renowned for advanced clinical care, research, and education.
E188431 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 Health System | Statement: [Johns Hopkins Medical Institutions, operatedBy, Johns Hopkins Health System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Johns Hopkins Health System
Context triple: [Johns Hopkins Medical Institutions, operatedBy, Johns Hopkins Health System]
  • A. Johns Hopkins Hospital
    Johns Hopkins Hospital is a renowned academic medical center in Baltimore, Maryland, recognized globally for its pioneering research, advanced clinical care, and role in training physicians.
  • B. Johns Hopkins Medical Institutions
    Johns Hopkins Medical Institutions is a major academic medical center in Baltimore that integrates hospitals, research facilities, and educational institutions affiliated with Johns Hopkins University.
  • C. Johns Hopkins Bayview Medical Center
    Johns Hopkins Bayview Medical Center is a major academic medical center in Baltimore, Maryland, known for its clinical care, research, and teaching as part of the Johns Hopkins health system.
  • D. 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.
  • E. Johns Hopkins Community Physicians
    Johns Hopkins Community Physicians is a network of primary and specialty care practices that delivers community-based outpatient medical services as part of the Johns Hopkins health system.
  • 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 Health System
Triple: [Johns Hopkins Medical Institutions, operatedBy, Johns Hopkins Health System]
Generated description
Johns Hopkins Health System is a major nonprofit healthcare organization affiliated with Johns Hopkins University, overseeing a network of hospitals and medical facilities renowned for advanced clinical care, research, and education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Johns Hopkins Health System
Target entity description: Johns Hopkins Health System is a major nonprofit healthcare organization affiliated with Johns Hopkins University, overseeing a network of hospitals and medical facilities renowned for advanced clinical care, research, and education.
  • A. Johns Hopkins Hospital
    Johns Hopkins Hospital is a renowned academic medical center in Baltimore, Maryland, recognized globally for its pioneering research, advanced clinical care, and role in training physicians.
  • B. Johns Hopkins Medical Institutions chosen
    Johns Hopkins Medical Institutions is a major academic medical center in Baltimore that integrates hospitals, research facilities, and educational institutions affiliated with Johns Hopkins University.
  • C. Johns Hopkins Bayview Medical Center
    Johns Hopkins Bayview Medical Center is a major academic medical center in Baltimore, Maryland, known for its clinical care, research, and teaching as part of the Johns Hopkins health system.
  • D. 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.
  • E. Johns Hopkins Community Physicians
    Johns Hopkins Community Physicians is a network of primary and specialty care practices that delivers community-based outpatient medical services as part of the Johns Hopkins health system.
  • 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_69ca82b50c708190863f661d438e68df completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb404a98408190b6c8eecb95ad086d completed March 31, 2026, 3:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69d3549788608190a1949eb254e43a8e completed April 6, 2026, 6:37 a.m.
NEDg Description generation batch_69d356211fd8819089db018473b959e9 completed April 6, 2026, 6:43 a.m.
NED2 Entity disambiguation (via description) batch_69d356a1c48c81909820ad66d96c9cc5 completed April 6, 2026, 6:45 a.m.
Created at: March 30, 2026, 5:27 p.m.