Triple

T103630
Position Surface form Disambiguated ID Type / Status
Subject Liaison Committee on Medical Education E2093 entity
Predicate coSponsoredBy P3260 FINISHED
Object Association of American Medical Colleges
The Association of American Medical Colleges is a nonprofit organization that represents and supports medical schools, teaching hospitals, and academic societies in the United States and Canada, working to advance medical education, research, and patient care.
E11719 NE FINISHED

How this triple was built (5 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: Association of American Medical Colleges | Statement: [Liaison Committee on Medical Education, coSponsoredBy, Association of American Medical Colleges]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Association of American Medical Colleges
Context triple: [Liaison Committee on Medical Education, coSponsoredBy, Association of American Medical Colleges]
  • A. Association of American Universities
    The Association of American Universities is an organization of leading research-intensive universities in North America dedicated to advancing higher education and research policy.
  • B. 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.
  • C. Harvard Medical School
    Harvard Medical School is a prestigious graduate medical institution in Boston renowned for its leading research, education, and clinical training in medicine and biomedical sciences.
  • D. Liaison Committee on Medical Education
    The Liaison Committee on Medical Education is the U.S. and Canadian accrediting body responsible for setting and enforcing quality standards for MD-granting medical education programs.
  • E. Johns Hopkins University
    Johns Hopkins University is a prestigious private research university in Baltimore, Maryland, renowned for its leadership in medical, public health, and scientific research.
  • 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: Association of American Medical Colleges
Triple: [Liaison Committee on Medical Education, coSponsoredBy, Association of American Medical Colleges]
Generated description
The Association of American Medical Colleges is a nonprofit organization that represents and supports medical schools, teaching hospitals, and academic societies in the United States and Canada, working to advance medical education, research, and patient care.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Association of American Medical Colleges
Target entity description: The Association of American Medical Colleges is a nonprofit organization that represents and supports medical schools, teaching hospitals, and academic societies in the United States and Canada, working to advance medical education, research, and patient care.
  • A. Association of American Universities
    The Association of American Universities is an organization of leading research-intensive universities in North America dedicated to advancing higher education and research policy.
  • B. 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.
  • C. Harvard Medical School
    Harvard Medical School is a prestigious graduate medical institution in Boston renowned for its leading research, education, and clinical training in medicine and biomedical sciences.
  • D. Liaison Committee on Medical Education
    The Liaison Committee on Medical Education is the U.S. and Canadian accrediting body responsible for setting and enforcing quality standards for MD-granting medical education programs.
  • E. Johns Hopkins University
    Johns Hopkins University is a prestigious private research university in Baltimore, Maryland, renowned for its leadership in medical, public health, and scientific research.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: coSponsoredBy
Context triple: [Liaison Committee on Medical Education, coSponsoredBy, Association of American Medical Colleges]
  • A. coSponsor chosen
    Indicates that an entity jointly supports, endorses, or backs an initiative, proposal, or activity together with one or more others.
  • B. sponsors
    Indicates that one entity provides financial or material support to another, often in exchange for association, promotion, or fulfillment of certain activities or goals.
  • C. sponsorType
    Indicates the specific role or category of sponsorship that an entity provides in relation to another entity or event.
  • D. sponsoringOrganizationType
    Indicates the kind or category of organization that provides sponsorship or support in the described relationship or activity.
  • E. commissionedBy
    Indicates that one entity has been formally requested, authorized, or hired by another entity to create, perform, or carry out something.
  • F. None of above.

Provenance (6 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_69a24e0a5b7c81908d52da08c60dabc4 completed Feb. 28, 2026, 2:08 a.m.
NER Named-entity recognition batch_69a258e0b11c8190b7b5cf3c354c47ce completed Feb. 28, 2026, 2:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69a27c030ddc8190af2ebb672237bf18 completed Feb. 28, 2026, 5:24 a.m.
NEDg Description generation batch_69a27d8a52188190ae00d52340839bbc completed Feb. 28, 2026, 5:30 a.m.
NED2 Entity disambiguation (via description) batch_69a27e7633d88190a622115c4e29fd9c completed Feb. 28, 2026, 5:34 a.m.
PD Predicate disambiguation batch_69a2563a6ff48190bec582fb2f99b7af completed Feb. 28, 2026, 2:43 a.m.
Created at: Feb. 28, 2026, 2:12 a.m.