Triple

T210931
Position Surface form Disambiguated ID Type / Status
Subject American Association of Physicists in Medicine E4715 entity
Predicate publishes P80 FINISHED
Object Medical Physics
Medical Physics is a peer-reviewed scientific journal that focuses on research and developments in the application of physics concepts and methods to medicine, particularly in areas such as medical imaging, radiation therapy, and radiation safety.
 E26934 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: Medical Physics | Statement: [American Association of Physicists in Medicine, publishes, Medical Physics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Medical Physics
Context triple: [American Association of Physicists in Medicine, publishes, Medical Physics]
  • A. 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.
  • 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. 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. Division of Nuclear Physics
    The Division of Nuclear Physics is a specialized unit of the American Physical Society that promotes research, communication, and education in nuclear physics.
  • E. Physics Today
    Physics Today is a leading magazine that covers developments, news, and commentary across all areas of physics and related fields for the scientific community.
  • 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: Medical Physics
Triple: [American Association of Physicists in Medicine, publishes, Medical Physics]
Generated description
Medical Physics is a peer-reviewed scientific journal that focuses on research and developments in the application of physics concepts and methods to medicine, particularly in areas such as medical imaging, radiation therapy, and radiation safety.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Medical Physics
Target entity description: Medical Physics is a peer-reviewed scientific journal that focuses on research and developments in the application of physics concepts and methods to medicine, particularly in areas such as medical imaging, radiation therapy, and radiation safety.
  • A. 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.
  • 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. 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. Division of Nuclear Physics
    The Division of Nuclear Physics is a specialized unit of the American Physical Society that promotes research, communication, and education in nuclear physics.
  • E. Physics Today
    Physics Today is a leading magazine that covers developments, news, and commentary across all areas of physics and related fields for the scientific community.
  • 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_69a2575cb1dc8190a01ad332426dc339 completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25c2ead8481909996042efcae5e9d completed Feb. 28, 2026, 3:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69a332cb28e08190a4e159b2631f5eb8 completed Feb. 28, 2026, 6:24 p.m.
NEDg Description generation batch_69a333537ae481909f16bc4b37303d8c completed Feb. 28, 2026, 6:26 p.m.
NED2 Entity disambiguation (via description) batch_69a333f5868c819083234c015ec243a5 completed Feb. 28, 2026, 6:29 p.m.
Created at: Feb. 28, 2026, 2:52 a.m.