Triple

T12062038
Position Surface form Disambiguated ID Type / Status
Subject Seminole, Texas E287195 entity
Predicate hasHealthcareService P7500 FINISHED
Object regional medical services
Regional Medical Services is a healthcare provider serving the Seminole, Texas area with a range of medical care and clinical services for the local community.
E965262 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: regional medical services | Statement: [Seminole, Texas, hasHealthcareService, regional medical services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: regional medical services
Context triple: [Seminole, Texas, hasHealthcareService, regional medical services]
  • A. Central Health Service
    The Central Health Service is a cadre of medical professionals in India responsible for providing healthcare services and medical administration within various central government institutions and departments.
  • B. Greater Regional Health
    Greater Regional Health is a regional healthcare provider and hospital system serving the medical needs of Creston and the surrounding communities in southwest Iowa.
  • C. El Centro Regional Medical Center
    El Centro Regional Medical Center is a community hospital and healthcare facility serving residents of El Centro and the surrounding Imperial Valley region in California.
  • D. EMR Regional
    EMR Regional is a UK passenger rail service brand used by East Midlands Railway for its regional and local train operations across the East Midlands and surrounding areas.
  • E. Medical Service
    The Medical Service is the branch of the Belgian Armed Forces responsible for providing medical care, support, and health services to military personnel in both peacetime and operational deployments.
  • 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: regional medical services
Triple: [Seminole, Texas, hasHealthcareService, regional medical services]
Generated description
Regional Medical Services is a healthcare provider serving the Seminole, Texas area with a range of medical care and clinical services for the local community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: regional medical services
Target entity description: Regional Medical Services is a healthcare provider serving the Seminole, Texas area with a range of medical care and clinical services for the local community.
  • A. Central Health Service
    The Central Health Service is a cadre of medical professionals in India responsible for providing healthcare services and medical administration within various central government institutions and departments.
  • B. Greater Regional Health
    Greater Regional Health is a regional healthcare provider and hospital system serving the medical needs of Creston and the surrounding communities in southwest Iowa.
  • C. El Centro Regional Medical Center
    El Centro Regional Medical Center is a community hospital and healthcare facility serving residents of El Centro and the surrounding Imperial Valley region in California.
  • D. EMR Regional
    EMR Regional is a UK passenger rail service brand used by East Midlands Railway for its regional and local train operations across the East Midlands and surrounding areas.
  • E. Medical Service
    The Medical Service is the branch of the Belgian Armed Forces responsible for providing medical care, support, and health services to military personnel in both peacetime and operational deployments.
  • 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_69d6ab4846e081908ee7bbd66a6d3459 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9043f82248190b05692aa0dc178a8 completed April 10, 2026, 2:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f6532a048190b53f96c9df948dda completed May 2, 2026, 1:04 p.m.
NEDg Description generation batch_69f600b51f488190a85a8f10f190b3c0 completed May 2, 2026, 1:48 p.m.
NED2 Entity disambiguation (via description) batch_69f601ebaa448190ba59485d9d7d68d1 completed May 2, 2026, 1:53 p.m.
Created at: April 8, 2026, 9:48 p.m.