Triple
T17253240
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marshalltown |
E418810
|
entity |
| Predicate | hasHospital |
P105
|
FINISHED |
| Object |
UnityPoint Health – Marshalltown
UnityPoint Health – Marshalltown is a regional healthcare facility in Marshalltown, Iowa, providing hospital and medical services to the surrounding community.
|
E1259113
|
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: UnityPoint Health – Marshalltown | Statement: [Marshalltown, hasHospital, UnityPoint Health – Marshalltown]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: UnityPoint Health – Marshalltown Context triple: [Marshalltown, hasHospital, UnityPoint Health – Marshalltown]
-
A.
UnityPoint Health – Methodist
UnityPoint Health – Methodist is a major acute care hospital and regional medical center serving patients in and around Peoria, Illinois.
-
B.
UnityPoint Health – Trinity Regional Medical Center
UnityPoint Health – Trinity Regional Medical Center is a regional acute-care hospital and healthcare facility serving Fort Dodge and the surrounding communities in north-central Iowa.
-
C.
MidState Medical Center
MidState Medical Center is a regional acute-care hospital serving the community of Meriden and central Connecticut with a range of medical and surgical services.
-
D.
UnityPoint Health – Waterloo region
UnityPoint Health – Waterloo region is a regional healthcare network in and around Waterloo, Iowa, that coordinates hospitals, clinics, and related medical services under the UnityPoint Health system.
-
E.
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.
- 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: UnityPoint Health – Marshalltown Triple: [Marshalltown, hasHospital, UnityPoint Health – Marshalltown]
Generated description
UnityPoint Health – Marshalltown is a regional healthcare facility in Marshalltown, Iowa, providing hospital and medical services to the surrounding community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: UnityPoint Health – Marshalltown Target entity description: UnityPoint Health – Marshalltown is a regional healthcare facility in Marshalltown, Iowa, providing hospital and medical services to the surrounding community.
-
A.
UnityPoint Health – Methodist
UnityPoint Health – Methodist is a major acute care hospital and regional medical center serving patients in and around Peoria, Illinois.
-
B.
UnityPoint Health – Trinity Regional Medical Center
UnityPoint Health – Trinity Regional Medical Center is a regional acute-care hospital and healthcare facility serving Fort Dodge and the surrounding communities in north-central Iowa.
-
C.
MidState Medical Center
MidState Medical Center is a regional acute-care hospital serving the community of Meriden and central Connecticut with a range of medical and surgical services.
-
D.
UnityPoint Health – Waterloo region
UnityPoint Health – Waterloo region is a regional healthcare network in and around Waterloo, Iowa, that coordinates hospitals, clinics, and related medical services under the UnityPoint Health system.
-
E.
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.
- 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_69d886d9ab108190b70edd8d17aa1204 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42e6a1b648190a8bb2deb67bbdfdc |
completed | April 19, 2026, 1:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0170fb89248190ae431ce51dfeaffd |
completed | May 11, 2026, 6:02 a.m. |
| NEDg | Description generation | batch_6a017258cb9c8190baa828104d30fdbf |
completed | May 11, 2026, 6:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a017620d2d8819099292be7bc4db4df |
completed | May 11, 2026, 6:24 a.m. |
Created at: April 10, 2026, 5:39 a.m.