Triple

T10134205
Position Surface form Disambiguated ID Type / Status
Subject El Dorado, Arkansas E226813 entity
Predicate hasHospital P105 FINISHED
Object Medical Center of South Arkansas
The Medical Center of South Arkansas is a regional acute care hospital serving the healthcare needs of residents in and around El Dorado, Arkansas.
 E843220 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: Medical Center of South Arkansas | Statement: [El Dorado, Arkansas, hasHospital, Medical Center of South Arkansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Medical Center of South Arkansas
Context triple: [El Dorado, Arkansas, hasHospital, Medical Center of South Arkansas]
  • A. Central Arkansas Veterans Healthcare System
    Central Arkansas Veterans Healthcare System is a major U.S. Department of Veterans Affairs medical network in Arkansas that provides comprehensive healthcare services to military veterans and serves as a key teaching and research partner for regional medical institutions.
  • B. Arkansas Children’s Hospital
    Arkansas Children’s Hospital is a major pediatric medical center in Arkansas that provides specialized healthcare, research, and education focused on children.
  • C. Southwest Mississippi Regional Medical Center
    Southwest Mississippi Regional Medical Center is a community hospital serving McComb and the surrounding southwest Mississippi region with a range of medical and emergency care services.
  • D. North Mississippi Medical Center
    North Mississippi Medical Center is a large regional hospital and healthcare system based in Tupelo, Mississippi, providing comprehensive medical services to communities across north Mississippi.
  • E. Missouri Baptist Medical Center
    Missouri Baptist Medical Center is a major nonprofit hospital in the St. Louis, Missouri area known for providing comprehensive medical and surgical services as part of the BJC HealthCare system.
  • 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: Medical Center of South Arkansas
Triple: [El Dorado, Arkansas, hasHospital, Medical Center of South Arkansas]
Generated description
The Medical Center of South Arkansas is a regional acute care hospital serving the healthcare needs of residents in and around El Dorado, Arkansas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Medical Center of South Arkansas
Target entity description: The Medical Center of South Arkansas is a regional acute care hospital serving the healthcare needs of residents in and around El Dorado, Arkansas.
  • A. Central Arkansas Veterans Healthcare System
    Central Arkansas Veterans Healthcare System is a major U.S. Department of Veterans Affairs medical network in Arkansas that provides comprehensive healthcare services to military veterans and serves as a key teaching and research partner for regional medical institutions.
  • B. Arkansas Children’s Hospital
    Arkansas Children’s Hospital is a major pediatric medical center in Arkansas that provides specialized healthcare, research, and education focused on children.
  • C. Southwest Mississippi Regional Medical Center
    Southwest Mississippi Regional Medical Center is a community hospital serving McComb and the surrounding southwest Mississippi region with a range of medical and emergency care services.
  • D. North Mississippi Medical Center
    North Mississippi Medical Center is a large regional hospital and healthcare system based in Tupelo, Mississippi, providing comprehensive medical services to communities across north Mississippi.
  • E. Missouri Baptist Medical Center
    Missouri Baptist Medical Center is a major nonprofit hospital in the St. Louis, Missouri area known for providing comprehensive medical and surgical services as part of the BJC HealthCare system.
  • 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_69ca8433ec308190b8b25a6fe359c34c completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cdd33808048190b6023a6cd83fc179 completed April 2, 2026, 2:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2e5d98a148190ada7082adb98ddaa completed April 5, 2026, 10:44 p.m.
NEDg Description generation batch_69d2e73e4d5081909f0068d3bed583d3 completed April 5, 2026, 10:50 p.m.
NED2 Entity disambiguation (via description) batch_69d2e7eea4d88190a2ec6d22a83934b3 completed April 5, 2026, 10:53 p.m.
Created at: March 30, 2026, 9:06 p.m.