Triple

T3640986
Position Surface form Disambiguated ID Type / Status
Subject Springfield metropolitan area E77185 entity
Predicate hasMajorHospital P10262 FINISHED
Object 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.
 E375830 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: HSHS St. John’s Hospital | Statement: [Springfield metropolitan area, hasMajorHospital, HSHS St. John’s Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: HSHS St. John’s Hospital
Context triple: [Springfield metropolitan area, hasMajorHospital, HSHS St. John’s Hospital]
  • A. 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.
  • B. 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.
  • C. Avera McKennan Hospital & University Health Center
    Avera McKennan Hospital & University Health Center is a major regional medical center and teaching hospital in Sioux Falls, South Dakota, providing comprehensive healthcare services and serving as a hub for advanced specialty care.
  • D. 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.
  • E. St. Mary Mercy Hospital
    St. Mary Mercy Hospital is a community-based acute care medical center serving residents of Livonia and the surrounding areas in southeastern Michigan.
  • 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: HSHS St. John’s Hospital
Triple: [Springfield metropolitan area, hasMajorHospital, HSHS St. John’s Hospital]
Generated description
HSHS St. John’s Hospital is a major Catholic, nonprofit teaching and regional referral hospital serving patients in and around Springfield, Illinois.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: HSHS St. John’s Hospital
Target entity description: HSHS St. John’s Hospital is a major Catholic, nonprofit teaching and regional referral hospital serving patients in and around Springfield, Illinois.
  • A. 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.
  • B. 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.
  • C. Avera McKennan Hospital & University Health Center
    Avera McKennan Hospital & University Health Center is a major regional medical center and teaching hospital in Sioux Falls, South Dakota, providing comprehensive healthcare services and serving as a hub for advanced specialty care.
  • D. 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.
  • E. St. Mary Mercy Hospital
    St. Mary Mercy Hospital is a community-based acute care medical center serving residents of Livonia and the surrounding areas in southeastern Michigan.
  • 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_69ad85dd0be48190b738990cb20c4731 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc357c3308190bd8801d68244a53e completed March 8, 2026, 6:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69b44f2a8a5c8190b84dcf4b4b8a939e completed March 13, 2026, 5:53 p.m.
NEDg Description generation batch_69b45292546c81909770dcd6239dbda3 completed March 13, 2026, 6:08 p.m.
NED2 Entity disambiguation (via description) batch_69b45f76fcc48190bab9bc6ce83700eb completed March 13, 2026, 7:03 p.m.
Created at: March 8, 2026, 3:24 p.m.