Triple
T2688572
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Midland, Michigan |
E57541
|
entity |
| Predicate | hasPrimaryEmployer |
P588
|
FINISHED |
| Object |
MidMichigan Health
MidMichigan Health is a regional nonprofit healthcare system based in Midland, Michigan, operating hospitals, clinics, and related medical services throughout central and northern Michigan.
|
E287638
|
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: MidMichigan Health | Statement: [Midland, Michigan, hasPrimaryEmployer, MidMichigan Health]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MidMichigan Health Context triple: [Midland, Michigan, hasPrimaryEmployer, MidMichigan Health]
-
A.
Sparrow Hospital (Lansing)
Sparrow Hospital (Lansing) is a major regional medical center and teaching hospital located in Lansing, Michigan.
-
B.
UP Health System – Marquette
UP Health System – Marquette is a regional medical center in Michigan’s Upper Peninsula that serves as a primary provider of advanced healthcare services for Marquette and the surrounding communities.
-
C.
Mercy Health
Mercy Health is a large not-for-profit healthcare system that operates hospitals and medical facilities, primarily in the Midwest and Southern United States.
-
D.
Huron Valley Hospital
Huron Valley Hospital is a regional medical center in Michigan that provides a range of inpatient and outpatient healthcare services to the surrounding community.
-
E.
Winneshiek Medical Center
Winneshiek Medical Center is a regional healthcare facility serving Decorah and the surrounding communities in northeastern Iowa.
- 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: MidMichigan Health Triple: [Midland, Michigan, hasPrimaryEmployer, MidMichigan Health]
Generated description
MidMichigan Health is a regional nonprofit healthcare system based in Midland, Michigan, operating hospitals, clinics, and related medical services throughout central and northern Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MidMichigan Health Target entity description: MidMichigan Health is a regional nonprofit healthcare system based in Midland, Michigan, operating hospitals, clinics, and related medical services throughout central and northern Michigan.
-
A.
Sparrow Hospital (Lansing)
Sparrow Hospital (Lansing) is a major regional medical center and teaching hospital located in Lansing, Michigan.
-
B.
UP Health System – Marquette
UP Health System – Marquette is a regional medical center in Michigan’s Upper Peninsula that serves as a primary provider of advanced healthcare services for Marquette and the surrounding communities.
-
C.
Mercy Health
Mercy Health is a large not-for-profit healthcare system that operates hospitals and medical facilities, primarily in the Midwest and Southern United States.
-
D.
Huron Valley Hospital
Huron Valley Hospital is a regional medical center in Michigan that provides a range of inpatient and outpatient healthcare services to the surrounding community.
-
E.
Winneshiek Medical Center
Winneshiek Medical Center is a regional healthcare facility serving Decorah and the surrounding communities in northeastern Iowa.
- 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_69ab4a5028388190a36f3baf1588309e |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abdd1e80dc819083e04e1427d187d0 |
completed | March 7, 2026, 8:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afa0741bc48190adffe6cfae831e26 |
completed | March 10, 2026, 4:39 a.m. |
| NEDg | Description generation | batch_69afa13a81bc819091463e6589e72361 |
completed | March 10, 2026, 4:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afa1ab8da8819090af3ed60b417040 |
completed | March 10, 2026, 4:44 a.m. |
Created at: March 6, 2026, 9:54 p.m.