Triple
T195638
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Department of Radiology, Duke University |
E3813
|
entity |
| Predicate | offersProgram |
P178
|
FINISHED |
| Object |
Interventional Radiology Residency
Interventional Radiology Residency is a specialized medical training program that prepares physicians to use image-guided, minimally invasive procedures to diagnose and treat a wide range of conditions.
|
E24944
|
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: Interventional Radiology Residency | Statement: [Department of Radiology, Duke University, offersProgram, Interventional Radiology Residency]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Interventional Radiology Residency Context triple: [Department of Radiology, Duke University, offersProgram, Interventional Radiology Residency]
-
A.
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.
-
B.
Department of Radiology
The Department of Radiology at Cairo University's Faculty of Medicine is an academic and clinical unit specializing in medical imaging education, research, and diagnostic services.
-
C.
Department of Radiology, Duke University
The Department of Radiology at Duke University is a leading academic and clinical radiology center known for advanced imaging research, innovative diagnostic and interventional services, and comprehensive resident and fellowship training.
-
D.
CDFI Program
The CDFI Program is a federal initiative that provides financial and technical assistance to community development financial institutions to expand economic opportunity in underserved communities.
-
E.
American Association of Physicists in Medicine
The American Association of Physicists in Medicine is a professional organization dedicated to advancing the science, education, and practice of medical physics in healthcare.
- 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: Interventional Radiology Residency Triple: [Department of Radiology, Duke University, offersProgram, Interventional Radiology Residency]
Generated description
Interventional Radiology Residency is a specialized medical training program that prepares physicians to use image-guided, minimally invasive procedures to diagnose and treat a wide range of conditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Interventional Radiology Residency Target entity description: Interventional Radiology Residency is a specialized medical training program that prepares physicians to use image-guided, minimally invasive procedures to diagnose and treat a wide range of conditions.
-
A.
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.
-
B.
Department of Radiology
The Department of Radiology at Cairo University's Faculty of Medicine is an academic and clinical unit specializing in medical imaging education, research, and diagnostic services.
-
C.
Department of Radiology, Duke University
The Department of Radiology at Duke University is a leading academic and clinical radiology center known for advanced imaging research, innovative diagnostic and interventional services, and comprehensive resident and fellowship training.
-
D.
CDFI Program
The CDFI Program is a federal initiative that provides financial and technical assistance to community development financial institutions to expand economic opportunity in underserved communities.
-
E.
American Association of Physicists in Medicine
The American Association of Physicists in Medicine is a professional organization dedicated to advancing the science, education, and practice of medical physics in healthcare.
- 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_69a2548debd48190ae3a06d6e65b53c6 |
completed | Feb. 28, 2026, 2:35 a.m. |
| NER | Named-entity recognition | batch_69a25983b49c819080f7e161904c53da |
completed | Feb. 28, 2026, 2:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3161cdc4c8190bc67683a1a5d39d9 |
completed | Feb. 28, 2026, 4:21 p.m. |
| NEDg | Description generation | batch_69a31677d5c48190967cacd20fd6357a |
completed | Feb. 28, 2026, 4:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a316d53594819095710388c11624eb |
completed | Feb. 28, 2026, 4:24 p.m. |
Created at: Feb. 28, 2026, 2:41 a.m.