Triple

T9685353
Position Surface form Disambiguated ID Type / Status
Subject Lufkin, Texas E234392 entity
Predicate hasHospital P105 FINISHED
Object CHI St. Luke’s Health Memorial Lufkin
CHI St. Luke’s Health Memorial Lufkin is a regional acute-care hospital and medical center serving Lufkin and the surrounding East Texas communities.
 E815315 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. Luke’s Health Memorial Lufkin | Statement: [Lufkin, Texas, hasHospital, CHI St. Luke’s Health Memorial Lufkin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: CHI St. Luke’s Health Memorial Lufkin
Context triple: [Lufkin, Texas, hasHospital, CHI St. Luke’s Health Memorial Lufkin]
  • A. St. Luke’s Health–Baylor St. Luke’s Medical Center
    St. Luke’s Health–Baylor St. Luke’s Medical Center is a major academic and tertiary-care hospital in Houston, Texas, affiliated with Baylor College of Medicine and known for advanced specialty care and research.
  • B. Southlake Regional Health Centre
    Southlake Regional Health Centre is a major acute care hospital and regional healthcare facility serving Newmarket and the surrounding communities in Ontario, Canada.
  • C. Baylor Scott & White Medical Center – College Station
    Baylor Scott & White Medical Center – College Station is a regional hospital and healthcare facility serving the Bryan–College Station area of Texas as part of the Baylor Scott & White Health system.
  • D. Baylor Scott & White Medical Center – Temple
    Baylor Scott & White Medical Center – Temple is a major regional teaching and referral hospital in Central Texas, known for providing comprehensive medical services and serving as a key facility within the Baylor Scott & White Health system.
  • E. Houston Methodist Hospital
    Houston Methodist Hospital is a major academic medical center and teaching hospital in Houston, Texas, renowned for its advanced specialty care and research.
  • 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. Luke’s Health Memorial Lufkin
Triple: [Lufkin, Texas, hasHospital, CHI St. Luke’s Health Memorial Lufkin]
Generated description
CHI St. Luke’s Health Memorial Lufkin is a regional acute-care hospital and medical center serving Lufkin and the surrounding East Texas communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: CHI St. Luke’s Health Memorial Lufkin
Target entity description: CHI St. Luke’s Health Memorial Lufkin is a regional acute-care hospital and medical center serving Lufkin and the surrounding East Texas communities.
  • A. St. Luke’s Health–Baylor St. Luke’s Medical Center
    St. Luke’s Health–Baylor St. Luke’s Medical Center is a major academic and tertiary-care hospital in Houston, Texas, affiliated with Baylor College of Medicine and known for advanced specialty care and research.
  • B. Southlake Regional Health Centre
    Southlake Regional Health Centre is a major acute care hospital and regional healthcare facility serving Newmarket and the surrounding communities in Ontario, Canada.
  • C. Baylor Scott & White Medical Center – College Station
    Baylor Scott & White Medical Center – College Station is a regional hospital and healthcare facility serving the Bryan–College Station area of Texas as part of the Baylor Scott & White Health system.
  • D. Baylor Scott & White Medical Center – Temple
    Baylor Scott & White Medical Center – Temple is a major regional teaching and referral hospital in Central Texas, known for providing comprehensive medical services and serving as a key facility within the Baylor Scott & White Health system.
  • E. Houston Methodist Hospital
    Houston Methodist Hospital is a major academic medical center and teaching hospital in Houston, Texas, renowned for its advanced specialty care and research.
  • 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_69ca84ca73208190957a900c8543bdcc completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9cd0877c81909fde1989d946aae9 completed April 1, 2026, 10:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1910b7c148190b9061b1ce0520e8b completed April 4, 2026, 10:30 p.m.
NEDg Description generation batch_69d193150c00819080ed0fbb050b60bf completed April 4, 2026, 10:39 p.m.
NED2 Entity disambiguation (via description) batch_69d19416efd48190865d0178e5e893fa completed April 4, 2026, 10:43 p.m.
Created at: March 30, 2026, 8:16 p.m.