Triple

T812279
Position Surface form Disambiguated ID Type / Status
Subject Martinsburg, West Virginia E17570 entity
Predicate hasFacility P105 FINISHED
Object Berkeley Medical Center
Berkeley Medical Center is a regional hospital and healthcare facility serving the community of Martinsburg and the surrounding areas in West Virginia.
E97899 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: Berkeley Medical Center | Statement: [Martinsburg, West Virginia, hasFacility, Berkeley Medical Center]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Berkeley Medical Center
Context triple: [Martinsburg, West Virginia, hasFacility, Berkeley Medical Center]
  • A. San Francisco Health Service System
    The San Francisco Health Service System is a municipal agency that administers health and dental benefits for San Francisco city employees, retirees, and their eligible dependents.
  • B. Peter Bent Brigham Hospital
    Peter Bent Brigham Hospital was a prominent Boston teaching hospital, founded in the early 20th century and later incorporated into what is now Brigham and Women’s Hospital.
  • C. Stanford Health Care
    Stanford Health Care is a major academic medical center and healthcare system affiliated with Stanford University, known for advanced specialty care, research, and teaching.
  • D. UCSF Benioff Children’s Hospital Oakland
    UCSF Benioff Children’s Hospital Oakland is a leading pediatric medical center in the San Francisco Bay Area, renowned for providing specialized, comprehensive care to infants, children, and adolescents.
  • E. Western General Hospital
    Western General Hospital is a major acute teaching hospital in Edinburgh, Scotland, providing a wide range of specialist and general medical services.
  • 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: Berkeley Medical Center
Triple: [Martinsburg, West Virginia, hasFacility, Berkeley Medical Center]
Generated description
Berkeley Medical Center is a regional hospital and healthcare facility serving the community of Martinsburg and the surrounding areas in West Virginia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Berkeley Medical Center
Target entity description: Berkeley Medical Center is a regional hospital and healthcare facility serving the community of Martinsburg and the surrounding areas in West Virginia.
  • A. San Francisco Health Service System
    The San Francisco Health Service System is a municipal agency that administers health and dental benefits for San Francisco city employees, retirees, and their eligible dependents.
  • B. Peter Bent Brigham Hospital
    Peter Bent Brigham Hospital was a prominent Boston teaching hospital, founded in the early 20th century and later incorporated into what is now Brigham and Women’s Hospital.
  • C. Stanford Health Care
    Stanford Health Care is a major academic medical center and healthcare system affiliated with Stanford University, known for advanced specialty care, research, and teaching.
  • D. UCSF Benioff Children’s Hospital Oakland
    UCSF Benioff Children’s Hospital Oakland is a leading pediatric medical center in the San Francisco Bay Area, renowned for providing specialized, comprehensive care to infants, children, and adolescents.
  • E. Western General Hospital
    Western General Hospital is a major acute teaching hospital in Edinburgh, Scotland, providing a wide range of specialist and general medical services.
  • 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_69a4937ae8a08190b5084a03d532b30e completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4ab4c7418819085cb64c6bf5fa70c completed March 1, 2026, 9:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69a76d8869888190a95857546dfae5b3 completed March 3, 2026, 11:23 p.m.
NEDg Description generation batch_69a78e436c048190b31b53fff1c48f1d completed March 4, 2026, 1:43 a.m.
NED2 Entity disambiguation (via description) batch_69a78eb80f6081908257889efaff6d33 completed March 4, 2026, 1:45 a.m.
Created at: March 1, 2026, 7:38 p.m.