Triple

T8890700
Position Surface form Disambiguated ID Type / Status
Subject Emergency Room E211653 entity
Predicate staffedBy P478 FINISHED
Object Radiology technicians
Radiology technicians are healthcare professionals who operate imaging equipment such as X-ray, CT, and MRI machines to help diagnose and monitor patients’ medical conditions.
E763756 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: Radiology technicians | Statement: [Emergency Room, staffedBy, Radiology technicians]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Radiology technicians
Context triple: [Emergency Room, staffedBy, Radiology technicians]
  • A. Radiology Department
    The Radiology Department is a specialized medical unit that uses imaging technologies such as X-rays, CT scans, MRI, and ultrasound to diagnose and help treat patients.
  • B. Radiology
    Radiology is a leading peer-reviewed medical journal that focuses on clinical and experimental imaging research and advances in diagnostic and interventional radiology.
  • C. Diagnostic Radiology Residency
    Diagnostic Radiology Residency is a postgraduate medical training program that prepares physicians to become board-certified radiologists through comprehensive education in imaging techniques, image interpretation, and patient-centered diagnostic care.
  • D. Department of Radiology & Diagnostic Imaging
    The Department of Radiology & Diagnostic Imaging is an academic medical department specializing in imaging-based diagnosis, clinical services, and training within the Faculty of Medicine & Dentistry.
  • E. CT scanners
    CT scanners are advanced medical imaging devices that use X-rays and computer processing to create detailed cross-sectional images of the body for diagnostic purposes.
  • 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: Radiology technicians
Triple: [Emergency Room, staffedBy, Radiology technicians]
Generated description
Radiology technicians are healthcare professionals who operate imaging equipment such as X-ray, CT, and MRI machines to help diagnose and monitor patients’ medical conditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Radiology technicians
Target entity description: Radiology technicians are healthcare professionals who operate imaging equipment such as X-ray, CT, and MRI machines to help diagnose and monitor patients’ medical conditions.
  • A. Radiology Department
    The Radiology Department is a specialized medical unit that uses imaging technologies such as X-rays, CT scans, MRI, and ultrasound to diagnose and help treat patients.
  • B. Radiology
    Radiology is a leading peer-reviewed medical journal that focuses on clinical and experimental imaging research and advances in diagnostic and interventional radiology.
  • C. Diagnostic Radiology Residency
    Diagnostic Radiology Residency is a postgraduate medical training program that prepares physicians to become board-certified radiologists through comprehensive education in imaging techniques, image interpretation, and patient-centered diagnostic care.
  • D. Department of Radiology & Diagnostic Imaging
    The Department of Radiology & Diagnostic Imaging is an academic medical department specializing in imaging-based diagnosis, clinical services, and training within the Faculty of Medicine & Dentistry.
  • E. CT scanners
    CT scanners are advanced medical imaging devices that use X-rays and computer processing to create detailed cross-sectional images of the body for diagnostic purposes.
  • 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_69ca83907954819096d52a245b635841 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc619188508190aacda410f0b4c98d completed April 1, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfabf01d048190bed52b5b001d7ffa completed April 3, 2026, noon
NEDg Description generation batch_69cfac9d65ac8190a8234e9999d14ec1 completed April 3, 2026, 12:03 p.m.
NED2 Entity disambiguation (via description) batch_69cfad0a02888190a960e7b551ca2534 completed April 3, 2026, 12:05 p.m.
Created at: March 30, 2026, 6:53 p.m.