Triple
T10868475
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Piedmont Newnan Hospital |
E256586
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Piedmont Healthcare
Piedmont Healthcare is a large, not-for-profit healthcare system based in Georgia that operates hospitals, clinics, and other medical facilities across the region.
|
E891415
|
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: Piedmont Healthcare | Statement: [Piedmont Newnan Hospital, memberOf, Piedmont Healthcare]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Piedmont Healthcare Context triple: [Piedmont Newnan Hospital, memberOf, Piedmont Healthcare]
-
A.
Appalachian Regional Healthcare system
Appalachian Regional Healthcare system is a nonprofit healthcare network serving communities across the Appalachian region with hospitals, clinics, and related medical services.
-
B.
Atrium Health
Atrium Health is a large not-for-profit healthcare system based in the United States, known for operating hospitals and medical practices across the Southeast and engaging in clinical care, research, and medical education.
-
C.
Kaiser Permanente
Kaiser Permanente is a major American integrated managed care consortium known for combining health insurance coverage with its own network of hospitals and medical professionals.
-
D.
Mission Health System
Mission Health System was a regional, not-for-profit healthcare network based in western North Carolina that operated hospitals and medical facilities, including Mission Hospital in Asheville, before its acquisition by HCA Healthcare.
-
E.
Trinity Health
Trinity Health is a large not-for-profit Catholic health care system in the United States that operates hospitals, clinics, and other medical facilities across multiple states.
- 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: Piedmont Healthcare Triple: [Piedmont Newnan Hospital, memberOf, Piedmont Healthcare]
Generated description
Piedmont Healthcare is a large, not-for-profit healthcare system based in Georgia that operates hospitals, clinics, and other medical facilities across the region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Piedmont Healthcare Target entity description: Piedmont Healthcare is a large, not-for-profit healthcare system based in Georgia that operates hospitals, clinics, and other medical facilities across the region.
-
A.
Appalachian Regional Healthcare system
Appalachian Regional Healthcare system is a nonprofit healthcare network serving communities across the Appalachian region with hospitals, clinics, and related medical services.
-
B.
Atrium Health
Atrium Health is a large not-for-profit healthcare system based in the United States, known for operating hospitals and medical practices across the Southeast and engaging in clinical care, research, and medical education.
-
C.
Kaiser Permanente
Kaiser Permanente is a major American integrated managed care consortium known for combining health insurance coverage with its own network of hospitals and medical professionals.
-
D.
Mission Health System
Mission Health System was a regional, not-for-profit healthcare network based in western North Carolina that operated hospitals and medical facilities, including Mission Hospital in Asheville, before its acquisition by HCA Healthcare.
-
E.
Trinity Health
Trinity Health is a large not-for-profit Catholic health care system in the United States that operates hospitals, clinics, and other medical facilities across multiple states.
- 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_69d6aa83d1448190a66d93c32394d21f |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d7516f9b08819096b9438878bf36c9 |
completed | April 9, 2026, 7:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69dff7d7b32081909dd5f8ae3fe293be |
completed | April 15, 2026, 8:40 p.m. |
| NEDg | Description generation | batch_69e0b498df2481908c964d53b1782774 |
completed | April 16, 2026, 10:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e11e21fc2c8190878a877ecd3b465e |
completed | April 16, 2026, 5:36 p.m. |
Created at: April 8, 2026, 9:20 p.m.