Triple

T659373
Position Surface form Disambiguated ID Type / Status
Subject Association of American Medical Colleges E11719 entity
Predicate memberOf P10 FINISHED
Object Council of Medical Specialty Societies
The Council of Medical Specialty Societies is a coalition of leading U.S. medical specialty organizations that collaborates to advance education, research, and high standards in patient care.
E82569 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: Council of Medical Specialty Societies | Statement: [Association of American Medical Colleges, memberOf, Council of Medical Specialty Societies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Council of Medical Specialty Societies
Context triple: [Association of American Medical Colleges, memberOf, Council of Medical Specialty Societies]
  • A. American Medical Association
    The American Medical Association is a leading professional organization for physicians in the United States that sets ethical standards, influences health policy, and advocates for the medical profession and patient care.
  • B. American College of Physicians
    The American College of Physicians is a major U.S. professional organization of internal medicine physicians dedicated to advancing clinical standards, education, and health policy.
  • C. American College of Surgeons
    The American College of Surgeons is a professional medical association in the United States that sets standards and promotes excellence in surgical practice, education, and patient care.
  • D. Association of American Physicians
    The Association of American Physicians is an honorific, elected society of leading physician-scientists in the United States dedicated to advancing medical research and clinical practice.
  • E. National Academy of Medicine
    The National Academy of Medicine is a leading U.S. nonprofit institution that provides expert, evidence-based advice on health, medicine, and biomedical science to inform policy and improve public health.
  • 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: Council of Medical Specialty Societies
Triple: [Association of American Medical Colleges, memberOf, Council of Medical Specialty Societies]
Generated description
The Council of Medical Specialty Societies is a coalition of leading U.S. medical specialty organizations that collaborates to advance education, research, and high standards in patient care.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Council of Medical Specialty Societies
Target entity description: The Council of Medical Specialty Societies is a coalition of leading U.S. medical specialty organizations that collaborates to advance education, research, and high standards in patient care.
  • A. American Medical Association
    The American Medical Association is a leading professional organization for physicians in the United States that sets ethical standards, influences health policy, and advocates for the medical profession and patient care.
  • B. American College of Physicians
    The American College of Physicians is a major U.S. professional organization of internal medicine physicians dedicated to advancing clinical standards, education, and health policy.
  • C. American College of Surgeons
    The American College of Surgeons is a professional medical association in the United States that sets standards and promotes excellence in surgical practice, education, and patient care.
  • D. Association of American Physicians
    The Association of American Physicians is an honorific, elected society of leading physician-scientists in the United States dedicated to advancing medical research and clinical practice.
  • E. National Academy of Medicine
    The National Academy of Medicine is a leading U.S. nonprofit institution that provides expert, evidence-based advice on health, medicine, and biomedical science to inform policy and improve public health.
  • 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_69a4932862a0819098be659c814e4981 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49fa705c48190a29952c1f7cab901 completed March 1, 2026, 8:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5c39453208190928b61ad090e7e23 completed March 2, 2026, 5:06 p.m.
NEDg Description generation batch_69a5c4ef88388190b9746f599cf88a35 completed March 2, 2026, 5:12 p.m.
NED2 Entity disambiguation (via description) batch_69a5ce75386081909d780586dcdf0e5a completed March 2, 2026, 5:52 p.m.
Created at: March 1, 2026, 7:36 p.m.