Triple

T9450764
Position Surface form Disambiguated ID Type / Status
Subject Franklin Martin E227882 entity
Predicate memberOf P10 FINISHED
Object American medical community
The American medical community is the collective body of healthcare professionals, institutions, and organizations in the United States dedicated to advancing medical practice, research, education, and patient care.
E274455 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: American medical community | Statement: [Franklin Martin, memberOf, American medical community]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: American medical community
Context triple: [Franklin Martin, memberOf, American medical community]
  • 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. United States healthcare system
    The United States healthcare system is a complex mix of public and private providers, insurers, and regulators that delivers medical care through a largely market-based structure with significant variations in access, cost, and quality.
  • C. U.S. Healthcare
    U.S. Healthcare is the Walgreens Boots Alliance division focused on providing healthcare services, pharmacy solutions, and related clinical offerings across the United States.
  • D. American Medical Association Council on Science and Public Health
    The American Medical Association Council on Science and Public Health is an expert advisory body within the AMA that evaluates scientific evidence and public health issues to inform the association’s policies and recommendations.
  • E. 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.
  • 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: American medical community
Triple: [Franklin Martin, memberOf, American medical community]
Generated description
The American medical community is the collective body of healthcare professionals, institutions, and organizations in the United States dedicated to advancing medical practice, research, education, and patient care.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: American medical community
Target entity description: The American medical community is the collective body of healthcare professionals, institutions, and organizations in the United States dedicated to advancing medical practice, research, education, and 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. United States healthcare system chosen
    The United States healthcare system is a complex mix of public and private providers, insurers, and regulators that delivers medical care through a largely market-based structure with significant variations in access, cost, and quality.
  • C. U.S. Healthcare
    U.S. Healthcare is the Walgreens Boots Alliance division focused on providing healthcare services, pharmacy solutions, and related clinical offerings across the United States.
  • D. American Medical Association Council on Science and Public Health
    The American Medical Association Council on Science and Public Health is an expert advisory body within the AMA that evaluates scientific evidence and public health issues to inform the association’s policies and recommendations.
  • E. 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.
  • F. None of above.

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_69ca8439f8bc8190997f2ef40c9f0bc2 completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd7f6649a48190b6844daa6202efe5 completed April 1, 2026, 8:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69d12272a2dc8190892a22db0799b6a4 completed April 4, 2026, 2:38 p.m.
NEDg Description generation batch_69d12395841c8190857de8a50ab6345c completed April 4, 2026, 2:43 p.m.
NED2 Entity disambiguation (via description) batch_69d1275bcbd88190a5742a9cf802425a completed April 4, 2026, 2:59 p.m.
Created at: March 30, 2026, 7:51 p.m.