Triple
T9565366
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Allentown, Pennsylvania |
E230775
|
entity |
| Predicate | hasHospital |
P105
|
FINISHED |
| Object |
St. Luke’s Hospital Allentown Campus
St. Luke’s Hospital Allentown Campus is a regional acute-care medical center providing a range of inpatient, outpatient, and emergency health services to the Allentown, Pennsylvania community.
|
E807887
|
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: St. Luke’s Hospital Allentown Campus | Statement: [Allentown, Pennsylvania, hasHospital, St. Luke’s Hospital Allentown Campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: St. Luke’s Hospital Allentown Campus Context triple: [Allentown, Pennsylvania, hasHospital, St. Luke’s Hospital Allentown Campus]
-
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.
Lancaster General Health
Lancaster General Health is a regional not-for-profit health system in Pennsylvania that operates hospitals and outpatient facilities and is part of the Penn Medicine network.
-
C.
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.
-
D.
Clements University Hospital
Clements University Hospital is a major academic medical center and teaching hospital in Dallas, Texas, known for providing advanced specialty care and serving as a primary clinical facility for UT Southwestern Medical Center.
-
E.
Paoli Hospital
Paoli Hospital is a regional acute-care medical center serving the community of Paoli, Pennsylvania and the surrounding suburbs.
- 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: St. Luke’s Hospital Allentown Campus Triple: [Allentown, Pennsylvania, hasHospital, St. Luke’s Hospital Allentown Campus]
Generated description
St. Luke’s Hospital Allentown Campus is a regional acute-care medical center providing a range of inpatient, outpatient, and emergency health services to the Allentown, Pennsylvania community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: St. Luke’s Hospital Allentown Campus Target entity description: St. Luke’s Hospital Allentown Campus is a regional acute-care medical center providing a range of inpatient, outpatient, and emergency health services to the Allentown, Pennsylvania community.
-
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.
Lancaster General Health
Lancaster General Health is a regional not-for-profit health system in Pennsylvania that operates hospitals and outpatient facilities and is part of the Penn Medicine network.
-
C.
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.
-
D.
Clements University Hospital
Clements University Hospital is a major academic medical center and teaching hospital in Dallas, Texas, known for providing advanced specialty care and serving as a primary clinical facility for UT Southwestern Medical Center.
-
E.
Paoli Hospital
Paoli Hospital is a regional acute-care medical center serving the community of Paoli, Pennsylvania and the surrounding suburbs.
- 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.