Triple
T21411386
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marshfield, Wisconsin |
E528178
|
entity |
| Predicate | hasHospital |
P105
|
FINISHED |
| Object |
Marshfield Medical Center
Marshfield Medical Center is a major regional hospital and healthcare facility serving Marshfield and the surrounding central Wisconsin area.
|
E1482149
|
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: Marshfield Medical Center | Statement: [Marshfield, Wisconsin, hasHospital, Marshfield Medical Center]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marshfield Medical Center Context triple: [Marshfield, Wisconsin, hasHospital, Marshfield Medical Center]
-
A.
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.
-
B.
Prairie Lakes Hospital
Prairie Lakes Hospital is a medical facility serving the healthcare needs of residents in and around Sun Prairie, Wisconsin.
-
C.
Winneshiek Medical Center
Winneshiek Medical Center is a regional healthcare facility serving Decorah and the surrounding communities in northeastern Iowa.
-
D.
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.
-
E.
McLeod Regional Medical Center
McLeod Regional Medical Center is a major regional hospital and healthcare hub serving Florence, South Carolina and the surrounding Pee Dee area.
- 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: Marshfield Medical Center Triple: [Marshfield, Wisconsin, hasHospital, Marshfield Medical Center]
Generated description
Marshfield Medical Center is a major regional hospital and healthcare facility serving Marshfield and the surrounding central Wisconsin area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marshfield Medical Center Target entity description: Marshfield Medical Center is a major regional hospital and healthcare facility serving Marshfield and the surrounding central Wisconsin area.
-
A.
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.
-
B.
Prairie Lakes Hospital
Prairie Lakes Hospital is a medical facility serving the healthcare needs of residents in and around Sun Prairie, Wisconsin.
-
C.
Winneshiek Medical Center
Winneshiek Medical Center is a regional healthcare facility serving Decorah and the surrounding communities in northeastern Iowa.
-
D.
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.
-
E.
McLeod Regional Medical Center
McLeod Regional Medical Center is a major regional hospital and healthcare hub serving Florence, South Carolina and the surrounding Pee Dee area.
- 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_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_6a09bb590c888190bb5129341552cdb3 |
completed | May 17, 2026, 12:58 p.m. |
| NEDg | Description generation | batch_6a09bea578348190a3cc8a652c7fc362 |
completed | May 17, 2026, 1:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09bf5645348190a2ef7bd49a0237d8 |
completed | May 17, 2026, 1:15 p.m. |
Created at: April 16, 2026, 5:43 p.m.