Triple

T4901878
Position Surface form Disambiguated ID Type / Status
Subject John Warren E109818 entity
Predicate memberOf P10 FINISHED
Object Massachusetts Medical Society
The Massachusetts Medical Society is a professional association of physicians in Massachusetts best known as the publisher of The New England Journal of Medicine and a leading voice in medical education and health policy.
E478676 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: Massachusetts Medical Society | Statement: [John Warren, memberOf, Massachusetts Medical Society]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Massachusetts Medical Society
Context triple: [John Warren, memberOf, Massachusetts Medical Society]
  • A. Massachusetts Council of Assistants
    The Massachusetts Council of Assistants was the upper governing body of the early Massachusetts Bay Colony, functioning as a council of magistrates who shared executive, legislative, and judicial authority with the colonial governor.
  • B. Massachusetts Historical Society
    The Massachusetts Historical Society is a prominent independent research library and archive in Boston dedicated to collecting, preserving, and studying documents and artifacts related to the history of Massachusetts and early America.
  • C. 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.
  • D. Massachusetts Department of Public Health
    The Massachusetts Department of Public Health is the state agency responsible for protecting and promoting public health in Massachusetts through disease prevention, health regulation, and community health programs.
  • E. American Medical Association House of Delegates
    The American Medical Association House of Delegates is the principal policy-making body of the AMA, composed of physician representatives who debate and set the association’s official positions on medical and public health issues.
  • 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: Massachusetts Medical Society
Triple: [John Warren, memberOf, Massachusetts Medical Society]
Generated description
The Massachusetts Medical Society is a professional association of physicians in Massachusetts best known as the publisher of The New England Journal of Medicine and a leading voice in medical education and health policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Massachusetts Medical Society
Target entity description: The Massachusetts Medical Society is a professional association of physicians in Massachusetts best known as the publisher of The New England Journal of Medicine and a leading voice in medical education and health policy.
  • A. Massachusetts Council of Assistants
    The Massachusetts Council of Assistants was the upper governing body of the early Massachusetts Bay Colony, functioning as a council of magistrates who shared executive, legislative, and judicial authority with the colonial governor.
  • B. Massachusetts Historical Society
    The Massachusetts Historical Society is a prominent independent research library and archive in Boston dedicated to collecting, preserving, and studying documents and artifacts related to the history of Massachusetts and early America.
  • C. 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.
  • D. Massachusetts Department of Public Health
    The Massachusetts Department of Public Health is the state agency responsible for protecting and promoting public health in Massachusetts through disease prevention, health regulation, and community health programs.
  • E. American Medical Association House of Delegates
    The American Medical Association House of Delegates is the principal policy-making body of the AMA, composed of physician representatives who debate and set the association’s official positions on medical and public health issues.
  • 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_69bd441180708190ba42ffb44fea533a completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6e4dd6bc819094b1cbf533510995 completed March 20, 2026, 3:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69be6fd6ce008190ae7897bc58a2e786 completed March 21, 2026, 10:15 a.m.
NEDg Description generation batch_69be70752384819088ce3b6d00dd166a completed March 21, 2026, 10:18 a.m.
NED2 Entity disambiguation (via description) batch_69be7126d1648190b3b0aa89891f02df completed March 21, 2026, 10:21 a.m.
Created at: March 20, 2026, 1:28 p.m.