Triple
T4479034
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Doylestown, Pennsylvania |
E100081
|
entity |
| Predicate | hasHospital |
P105
|
FINISHED |
| Object |
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.
|
E441881
|
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: Doylestown Hospital | Statement: [Doylestown, Pennsylvania, hasHospital, Doylestown Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Doylestown Hospital Context triple: [Doylestown, Pennsylvania, hasHospital, Doylestown Hospital]
-
A.
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.
-
B.
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.
-
C.
Delaware County Memorial Hospital
Delaware County Memorial Hospital is a community hospital serving the healthcare needs of residents in Delaware County, Pennsylvania.
-
D.
Phoebe Putney Memorial Hospital
Phoebe Putney Memorial Hospital is a major regional medical center and teaching hospital serving Albany, Georgia and the surrounding Southwest Georgia area.
-
E.
Bridgeport Hospital
Bridgeport Hospital is a major acute-care teaching hospital in Bridgeport, Connecticut, providing a wide range of medical and surgical services to the 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: Doylestown Hospital Triple: [Doylestown, Pennsylvania, hasHospital, Doylestown Hospital]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Doylestown Hospital Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
Delaware County Memorial Hospital
Delaware County Memorial Hospital is a community hospital serving the healthcare needs of residents in Delaware County, Pennsylvania.
-
D.
Phoebe Putney Memorial Hospital
Phoebe Putney Memorial Hospital is a major regional medical center and teaching hospital serving Albany, Georgia and the surrounding Southwest Georgia area.
-
E.
Bridgeport Hospital
Bridgeport Hospital is a major acute-care teaching hospital in Bridgeport, Connecticut, providing a wide range of medical and surgical services to the 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_69b34553cbe48190afa8ac1cac285b86 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b356db0a008190ad39b68efc095b8d |
completed | March 13, 2026, 12:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b62888ea508190a052c0b2edee7fca |
completed | March 15, 2026, 3:33 a.m. |
| NEDg | Description generation | batch_69b6295721d881908d49ce1944e0ed17 |
completed | March 15, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b62a3e9d1c8190a613726d45622406 |
completed | March 15, 2026, 3:40 a.m. |
Created at: March 12, 2026, 11:35 p.m.