Triple
T22675446
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Banner – University Medical Center Tucson |
E560332
|
entity |
| Predicate | operator |
P179
|
FINISHED |
| Object |
Banner Health
Banner Health is a large nonprofit health care system in the United States that operates hospitals, clinics, and related medical facilities across multiple states.
|
E1548479
|
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: Banner Health | Statement: [Banner – University Medical Center Tucson, operator, Banner Health]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Banner Health Context triple: [Banner – University Medical Center Tucson, operator, Banner Health]
-
A.
Legacy Health
Legacy Health is a nonprofit, Portland-based regional health system that operates multiple hospitals, clinics, and specialty care centers in the Pacific Northwest.
-
B.
Parkview Health
Parkview Health is a nonprofit healthcare system based in northeast Indiana that operates hospitals, clinics, and specialty care facilities across the region.
-
C.
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.
-
D.
Sentara Healthcare
Sentara Healthcare is a not-for-profit integrated health system based in Virginia that operates hospitals, outpatient centers, and health plans across the Mid-Atlantic region.
-
E.
Advocate Health Care
Advocate Health Care is a large, faith-based, nonprofit health system in the United States that operates numerous hospitals and medical facilities, primarily in Illinois.
- 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: Banner Health Triple: [Banner – University Medical Center Tucson, operator, Banner Health]
Generated description
Banner Health is a large nonprofit health care system in the United States that operates hospitals, clinics, and related medical facilities across multiple states.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Banner Health Target entity description: Banner Health is a large nonprofit health care system in the United States that operates hospitals, clinics, and related medical facilities across multiple states.
-
A.
Legacy Health
Legacy Health is a nonprofit, Portland-based regional health system that operates multiple hospitals, clinics, and specialty care centers in the Pacific Northwest.
-
B.
Parkview Health
Parkview Health is a nonprofit healthcare system based in northeast Indiana that operates hospitals, clinics, and specialty care facilities across the region.
-
C.
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.
-
D.
Sentara Healthcare
Sentara Healthcare is a not-for-profit integrated health system based in Virginia that operates hospitals, outpatient centers, and health plans across the Mid-Atlantic region.
-
E.
Advocate Health Care
Advocate Health Care is a large, faith-based, nonprofit health system in the United States that operates numerous hospitals and medical facilities, primarily in Illinois.
- 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_69e2454bfd00819099115715a22cb057 |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f17823bd1881908958b0a8ba59e199 |
completed | April 29, 2026, 3:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b73ef30588190a40ad1bbc8d47832 |
completed | May 18, 2026, 8:17 p.m. |
| NEDg | Description generation | batch_6a0b7486b4308190b3457074c45cec14 |
completed | May 18, 2026, 8:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b74ebf8c08190bc3f2bd0b442ef9c |
completed | May 18, 2026, 8:22 p.m. |
Created at: April 17, 2026, 3:11 p.m.