Triple

T5881417
Position Surface form Disambiguated ID Type / Status
Subject Office of the Under Secretary for Health E130756 entity
Predicate headedBy P981 FINISHED
Object Under Secretary for Health
The Under Secretary for Health is the top executive official overseeing the Veterans Health Administration within the U.S. Department of Veterans Affairs, responsible for managing the nation’s largest integrated health care system for veterans.
E553011 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 for Health | Statement: [Office of the Under Secretary for Health, headedBy, Under Secretary for Health]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Under Secretary for Health
Context triple: [Office of the Under Secretary for Health, headedBy, Under Secretary for Health]
  • 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 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.
  • C. 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.
  • D. Under Secretary for Management
    The Under Secretary for Management is a senior U.S. Department of Homeland Security official responsible for overseeing the department’s core administrative, financial, and operational support functions.
  • E. 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.
  • 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 for Health
Triple: [Office of the Under Secretary for Health, headedBy, Under Secretary for Health]
Generated description
The Under Secretary for Health is the top executive official overseeing the Veterans Health Administration within the U.S. Department of Veterans Affairs, responsible for managing the nation’s largest integrated health care system for veterans.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Under Secretary for Health
Target entity description: The Under Secretary for Health is the top executive official overseeing the Veterans Health Administration within the U.S. Department of Veterans Affairs, responsible for managing the nation’s largest integrated health care system for veterans.
  • 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 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.
  • C. 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.
  • D. Under Secretary for Management
    The Under Secretary for Management is a senior U.S. Department of Homeland Security official responsible for overseeing the department’s core administrative, financial, and operational support functions.
  • E. 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.
  • 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_69c0085523688190bfd487479ce819e6 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c03635a41c819086f9a5df242777f2 completed March 22, 2026, 6:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0b13330c88190b10f33843f10f51f completed March 23, 2026, 3:19 a.m.
NEDg Description generation batch_69c0b2442bf881908aeaecb46463e32d completed March 23, 2026, 3:23 a.m.
NED2 Entity disambiguation (via description) batch_69c0b2bc8b9c8190ab642d317056b1de completed March 23, 2026, 3:25 a.m.
Created at: March 22, 2026, 3:57 p.m.