Triple
T16466926
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tamaqua, Pennsylvania |
E399956
|
entity |
| Predicate | hasHospital |
P105
|
FINISHED |
| Object |
St. Luke’s Hospital – Miners Campus (Tamaqua)
St. Luke’s Hospital – Miners Campus (Tamaqua) is a community hospital in Tamaqua, Pennsylvania, providing regional residents with a range of acute care and medical services as part of the St. Luke’s University Health Network.
|
E1215739
|
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 – Miners Campus (Tamaqua) | Statement: [Tamaqua, Pennsylvania, hasHospital, St. Luke’s Hospital – Miners Campus (Tamaqua)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: St. Luke’s Hospital – Miners Campus (Tamaqua) Context triple: [Tamaqua, Pennsylvania, hasHospital, St. Luke’s Hospital – Miners Campus (Tamaqua)]
-
A.
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.
-
B.
Pottstown Hospital
Pottstown Hospital is a community medical center in Pottstown, Pennsylvania, providing a range of inpatient and outpatient healthcare services to residents of Montgomery County and the surrounding region.
-
C.
Heritage Valley Sewickley Hospital
Heritage Valley Sewickley Hospital is a community hospital in Sewickley, Pennsylvania, that provides a range of medical and surgical services as part of the Heritage Valley 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 – Miners Campus (Tamaqua) Triple: [Tamaqua, Pennsylvania, hasHospital, St. Luke’s Hospital – Miners Campus (Tamaqua)]
Generated description
St. Luke’s Hospital – Miners Campus (Tamaqua) is a community hospital in Tamaqua, Pennsylvania, providing regional residents with a range of acute care and medical services as part of the St. Luke’s University Health Network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: St. Luke’s Hospital – Miners Campus (Tamaqua) Target entity description: St. Luke’s Hospital – Miners Campus (Tamaqua) is a community hospital in Tamaqua, Pennsylvania, providing regional residents with a range of acute care and medical services as part of the St. Luke’s University Health Network.
-
A.
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.
-
B.
Pottstown Hospital
Pottstown Hospital is a community medical center in Pottstown, Pennsylvania, providing a range of inpatient and outpatient healthcare services to residents of Montgomery County and the surrounding region.
-
C.
Heritage Valley Sewickley Hospital
Heritage Valley Sewickley Hospital is a community hospital in Sewickley, Pennsylvania, that provides a range of medical and surgical services as part of the Heritage Valley 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_69d87f2dac988190b74d6e185fa88ba4 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e32dcd707081908fb7ca91a8c09e0a |
completed | April 18, 2026, 7:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a004f575ed48190a24d6af74565189d |
completed | May 10, 2026, 9:26 a.m. |
| NEDg | Description generation | batch_6a00525b579c81909df181059d0e3db8 |
completed | May 10, 2026, 9:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0052ee614881908eb8f7c031ff8f7c |
completed | May 10, 2026, 9:42 a.m. |
Created at: April 10, 2026, 5:11 a.m.