Triple
T5471195
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wake Forest School of Medicine |
E122835
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
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.
|
E523386
|
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: Atrium Health | Statement: [Wake Forest School of Medicine, collaboratesWith, Atrium Health]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Atrium Health Context triple: [Wake Forest School of Medicine, collaboratesWith, Atrium Health]
-
A.
Sanford Health
Sanford Health is a large integrated not-for-profit health care system based in the Upper Midwest, known for its extensive network of hospitals, clinics, and research facilities.
-
B.
Duke University Health System
Duke University Health System is a major academic health care network affiliated with Duke University, providing hospital, clinical, and research services throughout the Durham, North Carolina region.
-
C.
CHRISTUS Health
CHRISTUS Health is a Catholic, not-for-profit health system that operates hospitals and healthcare facilities across the United States and Latin America.
-
D.
Butler Health System
Butler Health System is a regional healthcare provider based in Butler, Pennsylvania, offering hospital and outpatient medical services to the surrounding communities.
-
E.
HCA Healthcare
HCA Healthcare is a large American for-profit healthcare company that operates a nationwide network of hospitals and healthcare facilities.
- 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: Atrium Health Triple: [Wake Forest School of Medicine, collaboratesWith, Atrium Health]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Atrium Health Target entity description: 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.
-
A.
Sanford Health
Sanford Health is a large integrated not-for-profit health care system based in the Upper Midwest, known for its extensive network of hospitals, clinics, and research facilities.
-
B.
Duke University Health System
Duke University Health System is a major academic health care network affiliated with Duke University, providing hospital, clinical, and research services throughout the Durham, North Carolina region.
-
C.
CHRISTUS Health
CHRISTUS Health is a Catholic, not-for-profit health system that operates hospitals and healthcare facilities across the United States and Latin America.
-
D.
Butler Health System
Butler Health System is a regional healthcare provider based in Butler, Pennsylvania, offering hospital and outpatient medical services to the surrounding communities.
-
E.
HCA Healthcare
HCA Healthcare is a large American for-profit healthcare company that operates a nationwide network of hospitals and healthcare facilities.
- 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_69bd46459ff48190823377457bcf7128 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd921d02188190b5c1eee7205ea88e |
completed | March 20, 2026, 6:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf4895b77c819089629d2296a230bc |
completed | March 22, 2026, 1:40 a.m. |
| NEDg | Description generation | batch_69bf4c43b8bc81908b28e1b8287400c7 |
completed | March 22, 2026, 1:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf4cadc9508190a901a6fe6702f1b7 |
completed | March 22, 2026, 1:58 a.m. |
Created at: March 20, 2026, 2:09 p.m.