Triple

T4224263
Position Surface form Disambiguated ID Type / Status
Subject Wilbur J. Cohen E94415 entity
Predicate positionHeld P8 FINISHED
Object Under Secretary of Health, Education, and Welfare
The Under Secretary of Health, Education, and Welfare was a senior U.S. federal government official responsible for helping oversee national policies and programs in public health, education, and social welfare under the former Department of Health, Education, and Welfare.
E422901 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: Under Secretary of Health, Education, and Welfare | Statement: [Wilbur J. Cohen, positionHeld, Under Secretary of Health, Education, and Welfare]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Under Secretary of Health, Education, and Welfare
Context triple: [Wilbur J. Cohen, positionHeld, Under Secretary of Health, Education, and Welfare]
  • A. Assistant Secretary for Health
    The Assistant Secretary for Health is a senior U.S. Department of Health and Human Services official who provides national leadership on public health policy and oversees key federal health initiatives and agencies.
  • B. Deputy Assistant Secretary for Health, U.S. Department of Health and Human Services
    The Deputy Assistant Secretary for Health in the U.S. Department of Health and Human Services is a senior federal health policy and leadership role that supports the Assistant Secretary for Health in overseeing national public health initiatives and programs.
  • C. Assistant Secretary of Labor for Administration and Management
    The Assistant Secretary of Labor for Administration and Management is a senior U.S. Department of Labor official responsible for overseeing the agency’s internal operations, including budget, human resources, information technology, and administrative services.
  • D. Deputy Surgeon General of the United States
    The Deputy Surgeon General of the United States is the second-highest-ranking officer in the U.S. Public Health Service Commissioned Corps, assisting in overseeing national public health initiatives and representing the Surgeon General when needed.
  • E. United States Secretary of Health and Human Services
    The United States Secretary of Health and Human Services is the Cabinet-level official who leads the Department of Health and Human Services, overseeing national public health, welfare, and health policy programs.
  • 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: Under Secretary of Health, Education, and Welfare
Triple: [Wilbur J. Cohen, positionHeld, Under Secretary of Health, Education, and Welfare]
Generated description
The Under Secretary of Health, Education, and Welfare was a senior U.S. federal government official responsible for helping oversee national policies and programs in public health, education, and social welfare under the former Department of Health, Education, and Welfare.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Under Secretary of Health, Education, and Welfare
Target entity description: The Under Secretary of Health, Education, and Welfare was a senior U.S. federal government official responsible for helping oversee national policies and programs in public health, education, and social welfare under the former Department of Health, Education, and Welfare.
  • A. Assistant Secretary for Health
    The Assistant Secretary for Health is a senior U.S. Department of Health and Human Services official who provides national leadership on public health policy and oversees key federal health initiatives and agencies.
  • B. Deputy Assistant Secretary for Health, U.S. Department of Health and Human Services
    The Deputy Assistant Secretary for Health in the U.S. Department of Health and Human Services is a senior federal health policy and leadership role that supports the Assistant Secretary for Health in overseeing national public health initiatives and programs.
  • C. Assistant Secretary of Labor for Administration and Management
    The Assistant Secretary of Labor for Administration and Management is a senior U.S. Department of Labor official responsible for overseeing the agency’s internal operations, including budget, human resources, information technology, and administrative services.
  • D. Deputy Surgeon General of the United States
    The Deputy Surgeon General of the United States is the second-highest-ranking officer in the U.S. Public Health Service Commissioned Corps, assisting in overseeing national public health initiatives and representing the Surgeon General when needed.
  • E. United States Secretary of Health and Human Services
    The United States Secretary of Health and Human Services is the Cabinet-level official who leads the Department of Health and Human Services, overseeing national public health, welfare, and health policy programs.
  • 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_69b3453700a08190ae88792e3dc63207 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34e4bf6088190926b982039a12079 completed March 12, 2026, 11:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5964532e08190bb1dc56f734e6ebb completed March 14, 2026, 5:09 p.m.
NEDg Description generation batch_69b59a0e97d481908dfbab773468f3d5 completed March 14, 2026, 5:25 p.m.
NED2 Entity disambiguation (via description) batch_69b59e23353c819080b56841d7f32cae completed March 14, 2026, 5:42 p.m.
Created at: March 12, 2026, 11:04 p.m.