Triple

T7591204
Position Surface form Disambiguated ID Type / Status
Subject Johns Hopkins All Children’s Hospital E179738 entity
Predicate networkMembership P10 FINISHED
Object Johns Hopkins Health System
Johns Hopkins Health System is a major U.S. academic health system centered around Johns Hopkins Medicine, encompassing hospitals, clinics, and healthcare services affiliated with Johns Hopkins University.
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 All Children’s Hospital, networkMembership, 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 All Children’s Hospital, networkMembership, 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. Inova Health System
    Inova Health System is a not-for-profit healthcare organization that operates hospitals and medical facilities primarily serving Northern Virginia and the Washington, D.C. metropolitan area.
  • 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 All Children’s Hospital, networkMembership, Johns Hopkins Health System]
Generated description
Johns Hopkins Health System is a major U.S. academic health system centered around Johns Hopkins Medicine, encompassing hospitals, clinics, and healthcare services affiliated with Johns Hopkins University.
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 U.S. academic health system centered around Johns Hopkins Medicine, encompassing hospitals, clinics, and healthcare services affiliated with Johns Hopkins University.
  • 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. Inova Health System
    Inova Health System is a not-for-profit healthcare organization that operates hospitals and medical facilities primarily serving Northern Virginia and the Washington, D.C. metropolitan area.
  • 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_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_69c8be17b3ec81909fc52c5570d39fb7 completed March 29, 2026, 5:52 a.m.
NEDg Description generation batch_69c8beac8210819094f507232baa6d16 completed March 29, 2026, 5:54 a.m.
NED2 Entity disambiguation (via description) batch_69c8bf231db8819091da104ba1b47665 completed March 29, 2026, 5:56 a.m.
Created at: March 27, 2026, 3:53 p.m.