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.