Triple

T362212
Position Surface form Disambiguated ID Type / Status
Subject American Academy of Pediatrics E7879 entity
Predicate collaboratesWith P37 FINISHED
Object American Academy of Family Physicians
The American Academy of Family Physicians is a U.S. professional medical association that represents and supports family physicians through advocacy, education, and practice resources.
E45829 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 Academy of Family Physicians | Statement: [American Academy of Pediatrics, collaboratesWith, American Academy of Family Physicians]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: American Academy of Family Physicians
Context triple: [American Academy of Pediatrics, collaboratesWith, American Academy of Family Physicians]
  • A. 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.
  • 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. American Academy of Pediatrics
    The American Academy of Pediatrics is a professional organization of pediatricians in the United States dedicated to advancing the health and well-being of infants, children, adolescents, and young adults through advocacy, education, and clinical guidance.
  • 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: American Academy of Family Physicians
Triple: [American Academy of Pediatrics, collaboratesWith, American Academy of Family Physicians]
Generated description
The American Academy of Family Physicians is a U.S. professional medical association that represents and supports family physicians through advocacy, education, and practice resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: American Academy of Family Physicians
Target entity description: The American Academy of Family Physicians is a U.S. professional medical association that represents and supports family physicians through advocacy, education, and practice resources.
  • A. 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.
  • 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. American Academy of Pediatrics
    The American Academy of Pediatrics is a professional organization of pediatricians in the United States dedicated to advancing the health and well-being of infants, children, adolescents, and young adults through advocacy, education, and clinical guidance.
  • 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_69a2e7e880008190a6ad7e06e5d03007 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ebcfb0f48190b9a9010c7837ac58 completed Feb. 28, 2026, 1:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3e57a56e081909004fcd7e15f457c completed March 1, 2026, 7:06 a.m.
NEDg Description generation batch_69a3e5e50b848190ab5d036719048df8 completed March 1, 2026, 7:08 a.m.
NED2 Entity disambiguation (via description) batch_69a3e63c749c8190b5bfd85b7ccafa9c completed March 1, 2026, 7:09 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.