Triple

T4249309
Position Surface form Disambiguated ID Type / Status
Subject Bryan–College Station metropolitan area E95805 entity
Predicate hasMedicalCenter P10262 FINISHED
Object 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.
E423245 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 Regional Hospital | Statement: [Bryan–College Station metropolitan area, hasMedicalCenter, CHI St. Joseph Health Regional Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CHI St. Joseph Health Regional Hospital
Context triple: [Bryan–College Station metropolitan area, hasMedicalCenter, CHI St. Joseph Health Regional Hospital]
  • A. Advocate Lutheran General Hospital
    Advocate Lutheran General Hospital is a major teaching and tertiary care hospital in the Chicago metropolitan area, known for its comprehensive medical services and affiliation with Advocate Aurora Health.
  • B. 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.
  • C. Loyola University Medical Center
    Loyola University Medical Center is a major academic medical center and teaching hospital affiliated with Loyola University Chicago, known for providing advanced tertiary and quaternary care in the Chicago metropolitan area.
  • D. Northwestern Memorial Hospital
    Northwestern Memorial Hospital is a major academic medical center in Chicago affiliated with Northwestern University Feinberg School of Medicine and recognized as one of the leading hospitals in the United States.
  • E. Avera St. Luke’s Hospital
    Avera St. Luke’s Hospital is a regional medical center in Aberdeen, South Dakota, providing a range of inpatient, outpatient, and emergency healthcare services to communities in northeastern 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: CHI St. Joseph Health Regional Hospital
Triple: [Bryan–College Station metropolitan area, hasMedicalCenter, CHI St. Joseph Health Regional Hospital]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CHI St. Joseph Health Regional Hospital
Target entity description: 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.
  • A. Advocate Lutheran General Hospital
    Advocate Lutheran General Hospital is a major teaching and tertiary care hospital in the Chicago metropolitan area, known for its comprehensive medical services and affiliation with Advocate Aurora Health.
  • B. 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.
  • C. Loyola University Medical Center
    Loyola University Medical Center is a major academic medical center and teaching hospital affiliated with Loyola University Chicago, known for providing advanced tertiary and quaternary care in the Chicago metropolitan area.
  • D. Northwestern Memorial Hospital
    Northwestern Memorial Hospital is a major academic medical center in Chicago affiliated with Northwestern University Feinberg School of Medicine and recognized as one of the leading hospitals in the United States.
  • E. Avera St. Luke’s Hospital
    Avera St. Luke’s Hospital is a regional medical center in Aberdeen, South Dakota, providing a range of inpatient, outpatient, and emergency healthcare services to communities in northeastern 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_69b3453f759881909b91f01a1e82c036 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34e9df10881908a2f039773f8afaa completed March 12, 2026, 11:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5a87fdca481908bd2c80b10d0dd3d completed March 14, 2026, 6:27 p.m.
NEDg Description generation batch_69b5a917d4a88190864441f95706964e completed March 14, 2026, 6:29 p.m.
NED2 Entity disambiguation (via description) batch_69b5a96967ec8190aa86e735808211fd completed March 14, 2026, 6:31 p.m.
Created at: March 12, 2026, 11:06 p.m.