Triple

T15611385
Position Surface form Disambiguated ID Type / Status
Subject Madison, South Dakota E375300 entity
Predicate hasMajorEmployer P588 FINISHED
Object 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.
 E1167068 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: Madison Regional Health System | Statement: [Madison, South Dakota, hasMajorEmployer, Madison Regional Health System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Madison Regional Health System
Context triple: [Madison, South Dakota, hasMajorEmployer, Madison Regional Health System]
  • A. Winneshiek Medical Center
    Winneshiek Medical Center is a regional healthcare facility serving Decorah and the surrounding communities in northeastern Iowa.
  • B. Dryden Regional Health Centre
    Dryden Regional Health Centre is a community hospital providing acute and specialized healthcare services to residents of Dryden and the surrounding region in northwestern Ontario, Canada.
  • C. St. Mary’s Regional Medical Center
    St. Mary’s Regional Medical Center is a major community hospital and healthcare provider serving residents of Lewiston and the surrounding central Maine region.
  • D. HSHS St. John’s Hospital
    HSHS St. John’s Hospital is a major Catholic, nonprofit teaching and regional referral hospital serving patients in and around Springfield, Illinois.
  • E. Logan Regional Medical Center
    Logan Regional Medical Center is a community hospital serving Logan and the surrounding areas of southern West Virginia with a range of medical and surgical services.
  • 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: Madison Regional Health System
Triple: [Madison, South Dakota, hasMajorEmployer, Madison Regional Health System]
Generated description
Madison Regional Health System is a primary healthcare provider and major medical employer serving Madison and the surrounding region in South Dakota.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Madison Regional Health System
Target entity description: Madison Regional Health System is a primary healthcare provider and major medical employer serving Madison and the surrounding region in South Dakota.
  • A. Winneshiek Medical Center
    Winneshiek Medical Center is a regional healthcare facility serving Decorah and the surrounding communities in northeastern Iowa.
  • B. Dryden Regional Health Centre
    Dryden Regional Health Centre is a community hospital providing acute and specialized healthcare services to residents of Dryden and the surrounding region in northwestern Ontario, Canada.
  • C. St. Mary’s Regional Medical Center
    St. Mary’s Regional Medical Center is a major community hospital and healthcare provider serving residents of Lewiston and the surrounding central Maine region.
  • D. HSHS St. John’s Hospital
    HSHS St. John’s Hospital is a major Catholic, nonprofit teaching and regional referral hospital serving patients in and around Springfield, Illinois.
  • E. Logan Regional Medical Center
    Logan Regional Medical Center is a community hospital serving Logan and the surrounding areas of southern West Virginia with a range of medical and surgical services.
  • 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_69d85ccf2794819096cda4cbcb02d478 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e8148a0819087d6d69cc84487ca completed April 16, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff56d76c108190aa3cae2d7e17c301 completed May 9, 2026, 3:46 p.m.
NEDg Description generation batch_69ff57c304188190afa695ae88cf0234 completed May 9, 2026, 3:50 p.m.
NED2 Entity disambiguation (via description) batch_69ff5920436c81909addad5bb4566ae9 completed May 9, 2026, 3:56 p.m.
Created at: April 10, 2026, 4:13 a.m.