Triple
T21411387
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marshfield, Wisconsin |
E528178
|
entity |
| Predicate | hasMedicalInstitution |
P10262
|
FINISHED |
| Object | Marshfield Clinic Health System |
E1482154
|
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: Marshfield Clinic Health System | Statement: [Marshfield, Wisconsin, hasMedicalInstitution, Marshfield Clinic Health System]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marshfield Clinic Health System Context triple: [Marshfield, Wisconsin, hasMedicalInstitution, Marshfield Clinic Health System]
-
A.
Marshfield Medical Center
Marshfield Medical Center is a major regional hospital and healthcare facility serving Marshfield and the surrounding central Wisconsin area.
-
B.
Madison Regional Health System
Madison Regional Health System is a primary healthcare provider and major medical employer serving Madison and the surrounding region in South Dakota.
-
C.
Marshfield Clinic Research Institute
chosen
Marshfield Clinic Research Institute is a major non-profit medical research organization focused on clinical, public health, and agricultural health research, affiliated with the Marshfield Clinic Health System in Wisconsin.
-
D.
Gundersen Health System
Gundersen Health System is a large, integrated nonprofit healthcare network based in La Crosse, Wisconsin, providing comprehensive medical care, specialty services, and medical education to communities in the Upper Midwest.
-
E.
Prairie Lakes Hospital
Prairie Lakes Hospital is a medical facility serving the healthcare needs of residents in and around Sun Prairie, Wisconsin.
- 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_69e0c454c248819093425d1099101c09 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69e8b1fe2cd08190bfaf28daae4f5233 |
completed | April 22, 2026, 11:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09c29acd688190a50d50f78e9cffbf |
completed | May 17, 2026, 1:28 p.m. |
Created at: April 16, 2026, 5:43 p.m.