Triple
T2272417
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fargo, North Dakota |
E50689
|
entity |
| Predicate | majorEmployer |
P588
|
FINISHED |
| Object |
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.
|
E252581
|
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: Sanford Health | Statement: [Fargo, North Dakota, majorEmployer, Sanford Health]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sanford Health Context triple: [Fargo, North Dakota, majorEmployer, Sanford Health]
-
A.
Sanford USD Medical Center
Sanford USD Medical Center is a major regional teaching and research hospital and the flagship facility of Sanford Health in Sioux Falls, South Dakota.
-
B.
Sanford Aberdeen Medical Center
Sanford Aberdeen Medical Center is a regional healthcare facility in Aberdeen, South Dakota, providing a range of medical services to residents of the surrounding area.
-
C.
Carle Health
Carle Health is a regional, integrated healthcare system based in Illinois that operates hospitals, clinics, and specialty services and partners closely with academic institutions.
-
D.
Inova Health System
Inova Health System is a not-for-profit healthcare organization that operates hospitals and medical facilities primarily serving Northern Virginia and the Washington, D.C. metropolitan area.
-
E.
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.
- 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: Sanford Health Triple: [Fargo, North Dakota, majorEmployer, Sanford Health]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sanford Health Target entity description: 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.
-
A.
Sanford USD Medical Center
Sanford USD Medical Center is a major regional teaching and research hospital and the flagship facility of Sanford Health in Sioux Falls, South Dakota.
-
B.
Sanford Aberdeen Medical Center
Sanford Aberdeen Medical Center is a regional healthcare facility in Aberdeen, South Dakota, providing a range of medical services to residents of the surrounding area.
-
C.
Carle Health
Carle Health is a regional, integrated healthcare system based in Illinois that operates hospitals, clinics, and specialty services and partners closely with academic institutions.
-
D.
Inova Health System
Inova Health System is a not-for-profit healthcare organization that operates hospitals and medical facilities primarily serving Northern Virginia and the Washington, D.C. metropolitan area.
-
E.
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.
- 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_69a88b05910c8190a9a2b1ff230c85f9 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc1e872448190a1d6c6071b2a294b |
completed | March 7, 2026, 6:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae7f0ed1b881909ba3c7f9fea50267 |
completed | March 9, 2026, 8:04 a.m. |
| NEDg | Description generation | batch_69ae7fee12ac8190bb9924f7467434a6 |
completed | March 9, 2026, 8:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae8061cd348190b0b0b65dcf730f99 |
completed | March 9, 2026, 8:10 a.m. |
Created at: March 4, 2026, 7:48 p.m.