Triple
T17295712
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Midland County, Michigan |
E419903
|
entity |
| Predicate | majorEmployer |
P588
|
FINISHED |
| Object | MidMichigan Health |
E287638
|
NE FINISHED |
How this triple was built (2 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 County, Michigan, majorEmployer, MidMichigan Health]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MidMichigan Health Context triple: [Midland County, Michigan, majorEmployer, MidMichigan Health]
-
A.
MidMichigan Health
chosen
MidMichigan Health is a regional nonprofit healthcare system based in Midland, Michigan, operating hospitals, clinics, and related medical services throughout central and northern Michigan.
-
B.
Trinity Health Ann Arbor
Trinity Health Ann Arbor is a large regional hospital and healthcare system serving the Ann Arbor area with comprehensive medical services and employment opportunities.
-
C.
Spectrum Health
Spectrum Health is a large not-for-profit integrated health system based in Michigan, providing hospital, outpatient, and health insurance services across the region.
-
D.
Corewell Health
Corewell Health is a large, integrated nonprofit health system in Michigan that operates numerous hospitals, outpatient centers, and care facilities across the state.
-
E.
Detroit Medical Center
Detroit Medical Center is a major academic and community hospital network in Detroit, Michigan, known for providing comprehensive medical services, trauma care, and medical education.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d886db32608190a61e18862c5a8af6 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e437875b208190bcf0df2ded546257 |
completed | April 19, 2026, 2:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0180d881ec81908e794143d355effe |
completed | May 11, 2026, 7:10 a.m. |
Created at: April 10, 2026, 5:40 a.m.