Triple
T2484119
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chester County Hospital |
E55884
|
entity |
| Predicate | hasClinicalAffiliation |
P20607
|
FINISHED |
| Object | Penn Medicine physicians |
E8121
|
NE FINISHED |
How this triple was built (3 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: Penn Medicine physicians | Statement: [Chester County Hospital, hasClinicalAffiliation, Penn Medicine physicians]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Penn Medicine physicians Context triple: [Chester County Hospital, hasClinicalAffiliation, Penn Medicine physicians]
-
A.
Penn Medicine
chosen
Penn Medicine is the University of Pennsylvania’s integrated academic health system, encompassing hospitals, clinics, and research and teaching programs in Philadelphia and the surrounding region.
-
B.
Penn Medicine Cherry Hill
Penn Medicine Cherry Hill is a regional outpatient medical facility in Cherry Hill, New Jersey, operated by the University of Pennsylvania Health System, offering a range of specialty and primary care services.
-
C.
Penn Medicine psychiatry department
The Penn Medicine psychiatry department is an academic clinical department of the University of Pennsylvania’s health system that provides psychiatric care, conducts mental health research, and trains clinicians in psychiatry and related fields.
-
D.
Perelman School of Medicine at the University of Pennsylvania
The Perelman School of Medicine at the University of Pennsylvania is a prestigious Ivy League medical school in Philadelphia known for its leading research, clinical training, and biomedical education.
-
E.
Penn Presbyterian Medical Center
Penn Presbyterian Medical Center is a major teaching hospital in Philadelphia affiliated with the University of Pennsylvania’s health system, known for advanced specialty care and medical research.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasClinicalAffiliation Context triple: [Chester County Hospital, hasClinicalAffiliation, Penn Medicine physicians]
-
A.
hasAffiliatedHospital
chosen
Indicates that one entity (typically a medical professional, clinic, or organization) is formally connected or associated with a particular hospital for professional or operational purposes.
-
B.
hasAcademicAffiliation
Indicates that an entity is formally associated with an academic institution, such as through employment, enrollment, or official collaboration.
-
C.
isPartOfAcademicHealthSystem
Indicates that an entity belongs to, or is organizationally integrated within, a larger academic health system.
-
D.
hasAcademicAssociation
Indicates a relationship where one entity is connected to another through an academic context, such as study, research, teaching, or institutional affiliation.
-
E.
hasMedicalCenter
Indicates that an entity possesses, hosts, or is associated with a medical center facility.
- F. None of above.
Provenance (4 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_69ab49e670a88190b928e08302381710 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd20b6d008190acec0eb172e218c9 |
completed | March 7, 2026, 7:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af17b7b4f08190b23af81c696bba4e |
completed | March 9, 2026, 6:55 p.m. |
| PD | Predicate disambiguation | batch_69abd0b7cf088190bcff4dac6150044c |
completed | March 7, 2026, 7:16 a.m. |
Created at: March 6, 2026, 9:45 p.m.