Triple
T2768697
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marquette, Michigan |
E61399
|
entity |
| Predicate | hasHospital |
P105
|
FINISHED |
| Object | UP Health System – Marquette |
E32273
|
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: UP Health System – Marquette | Statement: [Marquette, Michigan, hasHospital, UP Health System – Marquette]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: UP Health System – Marquette Context triple: [Marquette, Michigan, hasHospital, UP Health System – Marquette]
-
A.
UP Health System – Marquette
chosen
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.
-
B.
Avera McKennan Hospital & University Health Center
Avera McKennan Hospital & University Health Center is a major regional medical center and teaching hospital in Sioux Falls, South Dakota, providing comprehensive healthcare services and serving as a hub for advanced specialty care.
-
C.
Loyola University Medical Center
Loyola University Medical Center is a major academic medical center and teaching hospital affiliated with Loyola University Chicago, known for providing advanced tertiary and quaternary care in the Chicago metropolitan area.
-
D.
Avera St. Luke’s Hospital
Avera St. Luke’s Hospital is a regional medical center in Aberdeen, South Dakota, providing a range of inpatient, outpatient, and emergency healthcare services to communities in northeastern South Dakota.
-
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.
- 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_69ab4b7cd13481909174bca9809ed259 |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdd6785d88190b99f99889463a962 |
completed | March 7, 2026, 8:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc04dc7808190bb8425ed87cf74c0 |
completed | March 10, 2026, 6:55 a.m. |
Created at: March 6, 2026, 9:57 p.m.