Triple

T8073415

Position	Surface form	Disambiguated ID	Type / Status
Subject	Johns Hopkins Medical Institutions	`E188431`	entity
Predicate	hasPart	`P35`	FINISHED
Object	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.	`E710324`	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 Community Physicians | Statement: [Johns Hopkins Medical Institutions, hasPart, Johns Hopkins Community Physicians]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Johns Hopkins Community Physicians
Context triple: [Johns Hopkins Medical Institutions, hasPart, Johns Hopkins Community Physicians]

A. 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.
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 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.
D. University of Maryland Capital Region Medical Center
University of Maryland Capital Region Medical Center is a major acute-care hospital and regional medical hub in Prince George’s County, Maryland, operated by the University of Maryland Medical System.
E. CalvertHealth Medical Center
CalvertHealth Medical Center is a community hospital serving residents of Calvert County and the surrounding Southern Maryland region.
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 Community Physicians
Triple: [Johns Hopkins Medical Institutions, hasPart, Johns Hopkins Community Physicians]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Johns Hopkins Community Physicians
Target entity description: 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.

A. 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.
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 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.
D. University of Maryland Capital Region Medical Center
University of Maryland Capital Region Medical Center is a major acute-care hospital and regional medical hub in Prince George’s County, Maryland, operated by the University of Maryland Medical System.
E. CalvertHealth Medical Center
CalvertHealth Medical Center is a community hospital serving residents of Calvert County and the surrounding Southern Maryland region.
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_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_69cc63ecb04881909b1849dc4ef7c2bc`	completed	April 1, 2026, 12:16 a.m.
NEDg	Description generation	`batch_69cc651d340c819089306bac7110f57a`	completed	April 1, 2026, 12:21 a.m.
NED2	Entity disambiguation (via description)	`batch_69cc666ecc04819092ee4cc035dde627`	completed	April 1, 2026, 12:27 a.m.

Created at: March 30, 2026, 5:27 p.m.