Triple

T2272418
Position Surface form Disambiguated ID Type / Status
Subject Fargo, North Dakota E50689 entity
Predicate majorEmployer P588 FINISHED
Object Essentia Health
Essentia Health is a regional, integrated healthcare system that operates hospitals and clinics across the upper Midwest of the United States.
E250167 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: Essentia Health | Statement: [Fargo, North Dakota, majorEmployer, Essentia Health]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Essentia Health
Context triple: [Fargo, North Dakota, majorEmployer, Essentia Health]
  • A. Altru Health System
    Altru Health System is a regional, physician-led nonprofit healthcare network based in Grand Forks, North Dakota, providing hospital and clinical services to communities in the upper Midwest.
  • B. Dignity Health
    Dignity Health is a large not-for-profit healthcare system in the United States that operates hospitals and other medical facilities, primarily in the western states.
  • C. Providence Health & Services
    Providence Health & Services is a large nonprofit Catholic health care system in the United States that operates hospitals, clinics, and other medical facilities across multiple states.
  • D. Aetna
    Aetna is a major American health insurance company and managed health care provider known for offering medical, pharmacy, dental, and related benefit plans nationwide.
  • E. Humana
    Humana is a major American health insurance and managed care company known for offering Medicare, Medicaid, and commercial health plans nationwide.
  • 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: Essentia Health
Triple: [Fargo, North Dakota, majorEmployer, Essentia Health]
Generated description
Essentia Health is a regional, integrated healthcare system that operates hospitals and clinics across the upper Midwest of the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Essentia Health
Target entity description: Essentia Health is a regional, integrated healthcare system that operates hospitals and clinics across the upper Midwest of the United States.
  • A. Altru Health System
    Altru Health System is a regional, physician-led nonprofit healthcare network based in Grand Forks, North Dakota, providing hospital and clinical services to communities in the upper Midwest.
  • B. Dignity Health
    Dignity Health is a large not-for-profit healthcare system in the United States that operates hospitals and other medical facilities, primarily in the western states.
  • C. Providence Health & Services
    Providence Health & Services is a large nonprofit Catholic health care system in the United States that operates hospitals, clinics, and other medical facilities across multiple states.
  • D. CHRISTUS Health
    CHRISTUS Health is a Catholic, not-for-profit health system that operates hospitals and healthcare facilities across the United States and Latin America.
  • E. Aetna
    Aetna is a major American health insurance company and managed health care provider known for offering medical, pharmacy, dental, and related benefit plans nationwide.
  • 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_69a88b05910c8190a9a2b1ff230c85f9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc1e872448190a1d6c6071b2a294b completed March 7, 2026, 6:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71db927c8190a76cfb873039b04b completed March 9, 2026, 7:08 a.m.
NEDg Description generation batch_69ae7486bf808190a732e5eb7744b087 completed March 9, 2026, 7:19 a.m.
NED2 Entity disambiguation (via description) batch_69ae74eb89448190895fab4a493c6d08 completed March 9, 2026, 7:21 a.m.
Created at: March 4, 2026, 7:48 p.m.