Triple

T4848137
Position Surface form Disambiguated ID Type / Status
Subject Corewell Health headquarters E108342 entity
Predicate organizationServed P10218 FINISHED
Object Spectrum Health
Spectrum Health is a large not-for-profit integrated health system based in Michigan, providing hospital, outpatient, and health insurance services across the region.
E473494 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: Spectrum Health | Statement: [Corewell Health headquarters, organizationServed, Spectrum Health]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Spectrum Health
Context triple: [Corewell Health headquarters, organizationServed, Spectrum Health]
  • A. MidMichigan Health
    MidMichigan Health is a regional nonprofit healthcare system based in Midland, Michigan, operating hospitals, clinics, and related medical services throughout central and northern Michigan.
  • B. Avera Health
    Avera Health is a regional, faith-based health care system in the Upper Midwest that operates hospitals, clinics, and other medical facilities across multiple states.
  • C. UP Health System – Marquette
    UP Health System – Marquette is a regional medical center in Michigan’s Upper Peninsula that serves as a primary provider of advanced healthcare services for Marquette and the surrounding communities.
  • D. Mercy Health
    Mercy Health is a large not-for-profit healthcare system that operates hospitals and medical facilities, primarily in the Midwest and Southern United States.
  • E. Sanford Health
    Sanford Health is a large integrated not-for-profit health care system based in the Upper Midwest, known for its extensive network of hospitals, clinics, and research facilities.
  • 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: Spectrum Health
Triple: [Corewell Health headquarters, organizationServed, Spectrum Health]
Generated description
Spectrum Health is a large not-for-profit integrated health system based in Michigan, providing hospital, outpatient, and health insurance services across the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Spectrum Health
Target entity description: Spectrum Health is a large not-for-profit integrated health system based in Michigan, providing hospital, outpatient, and health insurance services across the region.
  • A. MidMichigan Health
    MidMichigan Health is a regional nonprofit healthcare system based in Midland, Michigan, operating hospitals, clinics, and related medical services throughout central and northern Michigan.
  • B. Avera Health
    Avera Health is a regional, faith-based health care system in the Upper Midwest that operates hospitals, clinics, and other medical facilities across multiple states.
  • C. UP Health System – Marquette
    UP Health System – Marquette is a regional medical center in Michigan’s Upper Peninsula that serves as a primary provider of advanced healthcare services for Marquette and the surrounding communities.
  • D. Mercy Health
    Mercy Health is a large not-for-profit healthcare system that operates hospitals and medical facilities, primarily in the Midwest and Southern United States.
  • E. Sanford Health
    Sanford Health is a large integrated not-for-profit health care system based in the Upper Midwest, known for its extensive network of hospitals, clinics, and research facilities.
  • 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_69bd4409b264819085ab855f3eb5381a completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6d1aefdc8190910b78615730f991 completed March 20, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69be5cdafb3481908594ae883c6e9872 completed March 21, 2026, 8:54 a.m.
NEDg Description generation batch_69be5d4f2f908190b305996875f1f956 completed March 21, 2026, 8:56 a.m.
NED2 Entity disambiguation (via description) batch_69be5dcbb58c8190bbcf75c570720ad6 completed March 21, 2026, 8:58 a.m.
Created at: March 20, 2026, 1:25 p.m.