Triple
T2782351
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spartanburg, South Carolina |
E61724
|
entity |
| Predicate | hasMajorEmployer |
P588
|
FINISHED |
| Object |
Spartanburg Regional Healthcare System
Spartanburg Regional Healthcare System is a large, integrated healthcare network providing hospital, clinical, and specialty medical services to residents of Spartanburg and the surrounding Upstate South Carolina region.
|
E297698
|
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: Spartanburg Regional Healthcare System | Statement: [Spartanburg, South Carolina, hasMajorEmployer, Spartanburg Regional Healthcare System]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spartanburg Regional Healthcare System Context triple: [Spartanburg, South Carolina, hasMajorEmployer, Spartanburg Regional Healthcare System]
-
A.
Piedmont Newnan Hospital
Piedmont Newnan Hospital is a community healthcare facility serving Newnan, Georgia and the surrounding Coweta County area as part of the Piedmont Healthcare system.
-
B.
Blount Memorial Hospital
Blount Memorial Hospital is a regional healthcare facility serving Maryville and the surrounding communities in Blount County, Tennessee.
-
C.
J.W. Ruby Memorial Hospital
J.W. Ruby Memorial Hospital is a major academic medical center and teaching hospital affiliated with West Virginia University, serving as a primary tertiary care facility for the region.
-
D.
MidState Medical Center
MidState Medical Center is a regional acute-care hospital serving the community of Meriden and central Connecticut with a range of medical and surgical services.
-
E.
Shelby Baptist Medical Center
Shelby Baptist Medical Center is a regional acute care hospital serving the healthcare needs of residents in and around Alabaster, Alabama.
- 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: Spartanburg Regional Healthcare System Triple: [Spartanburg, South Carolina, hasMajorEmployer, Spartanburg Regional Healthcare System]
Generated description
Spartanburg Regional Healthcare System is a large, integrated healthcare network providing hospital, clinical, and specialty medical services to residents of Spartanburg and the surrounding Upstate South Carolina region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Spartanburg Regional Healthcare System Target entity description: Spartanburg Regional Healthcare System is a large, integrated healthcare network providing hospital, clinical, and specialty medical services to residents of Spartanburg and the surrounding Upstate South Carolina region.
-
A.
Piedmont Newnan Hospital
Piedmont Newnan Hospital is a community healthcare facility serving Newnan, Georgia and the surrounding Coweta County area as part of the Piedmont Healthcare system.
-
B.
Blount Memorial Hospital
Blount Memorial Hospital is a regional healthcare facility serving Maryville and the surrounding communities in Blount County, Tennessee.
-
C.
J.W. Ruby Memorial Hospital
J.W. Ruby Memorial Hospital is a major academic medical center and teaching hospital affiliated with West Virginia University, serving as a primary tertiary care facility for the region.
-
D.
MidState Medical Center
MidState Medical Center is a regional acute-care hospital serving the community of Meriden and central Connecticut with a range of medical and surgical services.
-
E.
Shelby Baptist Medical Center
Shelby Baptist Medical Center is a regional acute care hospital serving the healthcare needs of residents in and around Alabaster, Alabama.
- 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_69ab4b7e43c48190997b8fc8fb1663ab |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdd9b88888190ab021afbaf3aa3c0 |
completed | March 7, 2026, 8:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc05f4e7881908bf5b6f7df331041 |
completed | March 10, 2026, 6:55 a.m. |
| NEDg | Description generation | batch_69afc1d3bec0819087bb787b7f570ddc |
completed | March 10, 2026, 7:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc229caf88190a26959c27e6a1a9e |
completed | March 10, 2026, 7:03 a.m. |
Created at: March 6, 2026, 9:57 p.m.