Triple
T9565365
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Allentown, Pennsylvania |
E230775
|
entity |
| Predicate | hasHospital |
P105
|
FINISHED |
| Object |
Lehigh Valley Hospital–Cedar Crest
Lehigh Valley Hospital–Cedar Crest is a major regional tertiary-care medical center and teaching hospital serving the Lehigh Valley area of eastern Pennsylvania.
|
E807886
|
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: Lehigh Valley Hospital–Cedar Crest | Statement: [Allentown, Pennsylvania, hasHospital, Lehigh Valley Hospital–Cedar Crest]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lehigh Valley Hospital–Cedar Crest Context triple: [Allentown, Pennsylvania, hasHospital, Lehigh Valley Hospital–Cedar Crest]
-
A.
Doylestown Hospital
Doylestown Hospital is a regional medical center in Doylestown, Pennsylvania, providing a wide range of inpatient, outpatient, and emergency healthcare services to the surrounding community.
-
B.
Chester County Hospital
Chester County Hospital is a regional acute-care hospital in West Chester, Pennsylvania, known for providing community-based medical and surgical services as part of the Penn Medicine health system.
-
C.
Pennsylvania Hospital
Pennsylvania Hospital is a historic Philadelphia medical center, founded in 1751 as the nation’s first hospital and now a major teaching institution within the Penn Medicine health system.
-
D.
Crozer-Chester Medical Center
Crozer-Chester Medical Center is a major teaching hospital and regional medical facility serving the healthcare needs of Delaware County and the greater Chester, Pennsylvania area.
-
E.
Bryn Mawr Hospital
Bryn Mawr Hospital is a regional acute-care medical center serving the Main Line suburbs of Philadelphia with a wide range of inpatient and outpatient healthcare services.
- 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: Lehigh Valley Hospital–Cedar Crest Triple: [Allentown, Pennsylvania, hasHospital, Lehigh Valley Hospital–Cedar Crest]
Generated description
Lehigh Valley Hospital–Cedar Crest is a major regional tertiary-care medical center and teaching hospital serving the Lehigh Valley area of eastern Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lehigh Valley Hospital–Cedar Crest Target entity description: Lehigh Valley Hospital–Cedar Crest is a major regional tertiary-care medical center and teaching hospital serving the Lehigh Valley area of eastern Pennsylvania.
-
A.
Doylestown Hospital
Doylestown Hospital is a regional medical center in Doylestown, Pennsylvania, providing a wide range of inpatient, outpatient, and emergency healthcare services to the surrounding community.
-
B.
Chester County Hospital
Chester County Hospital is a regional acute-care hospital in West Chester, Pennsylvania, known for providing community-based medical and surgical services as part of the Penn Medicine health system.
-
C.
Pennsylvania Hospital
Pennsylvania Hospital is a historic Philadelphia medical center, founded in 1751 as the nation’s first hospital and now a major teaching institution within the Penn Medicine health system.
-
D.
Crozer-Chester Medical Center
Crozer-Chester Medical Center is a major teaching hospital and regional medical facility serving the healthcare needs of Delaware County and the greater Chester, Pennsylvania area.
-
E.
Bryn Mawr Hospital
Bryn Mawr Hospital is a regional acute-care medical center serving the Main Line suburbs of Philadelphia with a wide range of inpatient and outpatient healthcare services.
- 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_69ca847f22188190a56e4a97625bef22 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd996a01b081908e2782f41520f73d |
completed | April 1, 2026, 10:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d152abb0788190ab2e204d9a082ccf |
completed | April 4, 2026, 6:04 p.m. |
| NEDg | Description generation | batch_69d15565623c81908112183b65464553 |
completed | April 4, 2026, 6:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1560bbe3481908c98d74d21b33e63 |
completed | April 4, 2026, 6:18 p.m. |
Created at: March 30, 2026, 8:04 p.m.