Triple

T17407155
Position Surface form Disambiguated ID Type / Status
Subject CHI St. Joseph Health Regional Hospital E423245 entity
Predicate networkMembership P10 FINISHED
Object CHI St. Joseph Health hospital network
CHI St. Joseph Health hospital network is a regional, faith-based healthcare system that operates multiple hospitals and medical facilities, providing comprehensive care services to communities in its service area.
E1271799 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: CHI St. Joseph Health hospital network | Statement: [CHI St. Joseph Health Regional Hospital, networkMembership, CHI St. Joseph Health hospital network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CHI St. Joseph Health hospital network
Context triple: [CHI St. Joseph Health Regional Hospital, networkMembership, CHI St. Joseph Health hospital network]
  • A. CHI St. Joseph Health Regional Hospital
    CHI St. Joseph Health Regional Hospital is a major full-service acute care hospital and regional medical center serving patients in and around the Bryan–College Station area of Texas.
  • B. CHI Health
    CHI Health is a regional, faith-based healthcare system that operates hospitals, clinics, and other medical facilities primarily in Nebraska and the surrounding Midwest.
  • C. CHI Health Good Samaritan
    CHI Health Good Samaritan is a regional acute-care hospital and medical center serving Kearney and central Nebraska with a broad range of inpatient and specialty healthcare services.
  • 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. HSHS Holy Family Hospital
    HSHS Holy Family Hospital is a community healthcare facility serving residents of Greenville and the surrounding area in southern Illinois.
  • 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: CHI St. Joseph Health hospital network
Triple: [CHI St. Joseph Health Regional Hospital, networkMembership, CHI St. Joseph Health hospital network]
Generated description
CHI St. Joseph Health hospital network is a regional, faith-based healthcare system that operates multiple hospitals and medical facilities, providing comprehensive care services to communities in its service area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CHI St. Joseph Health hospital network
Target entity description: CHI St. Joseph Health hospital network is a regional, faith-based healthcare system that operates multiple hospitals and medical facilities, providing comprehensive care services to communities in its service area.
  • A. CHI St. Joseph Health Regional Hospital
    CHI St. Joseph Health Regional Hospital is a major full-service acute care hospital and regional medical center serving patients in and around the Bryan–College Station area of Texas.
  • B. CHI Health
    CHI Health is a regional, faith-based healthcare system that operates hospitals, clinics, and other medical facilities primarily in Nebraska and the surrounding Midwest.
  • C. CHI Health Good Samaritan
    CHI Health Good Samaritan is a regional acute-care hospital and medical center serving Kearney and central Nebraska with a broad range of inpatient and specialty healthcare services.
  • 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. HSHS Holy Family Hospital
    HSHS Holy Family Hospital is a community healthcare facility serving residents of Greenville and the surrounding area in southern Illinois.
  • 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_69d889d7d27c819088486ce3f0627fa1 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e43b081ae08190b144e333a3a74b02 completed April 19, 2026, 2:16 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01c1ed59fc8190a703d1371c984f46 completed May 11, 2026, 11:47 a.m.
NEDg Description generation batch_6a01c3112120819088d102c341aab170 completed May 11, 2026, 11:52 a.m.
NED2 Entity disambiguation (via description) batch_6a01c38e58e08190a1fc3a3e1738d6b0 completed May 11, 2026, 11:54 a.m.
Created at: April 10, 2026, 5:45 a.m.