Triple

T5325613
Position Surface form Disambiguated ID Type / Status
Subject VACO E121776 entity
Predicate associatedWith P37 FINISHED
Object Deputy Secretary of Veterans Affairs
The Deputy Secretary of Veterans Affairs is the second-highest official in the U.S. Department of Veterans Affairs, responsible for overseeing its day-to-day operations and implementing policies that serve military veterans and their families.
E513497 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: Deputy Secretary of Veterans Affairs | Statement: [VACO, associatedWith, Deputy Secretary of Veterans Affairs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Deputy Secretary of Veterans Affairs
Context triple: [VACO, associatedWith, Deputy Secretary of Veterans Affairs]
  • A. United States Secretary of Veterans Affairs
    The United States Secretary of Veterans Affairs is the Cabinet-level official who leads the Department of Veterans Affairs, overseeing federal programs and services for military veterans and their families.
  • B. Assistant Secretary of Labor for Veterans’ Employment and Training
    The Assistant Secretary of Labor for Veterans’ Employment and Training is a senior U.S. Department of Labor official responsible for overseeing programs and policies that help military veterans transition to and succeed in civilian employment.
  • C. Assistant Secretary of Defense for Health Affairs
    The Assistant Secretary of Defense for Health Affairs is the senior civilian official in the U.S. Department of Defense responsible for overseeing military health policy, the Military Health System, and medical readiness across the armed forces.
  • D. Assistant Secretary of Defense for Legislative Affairs
    The Assistant Secretary of Defense for Legislative Affairs is a senior U.S. Department of Defense official responsible for managing and coordinating the Pentagon’s relations and communications with Congress.
  • E. Chairman of the Board of Veterans’ Appeals
    The Chairman of the Board of Veterans’ Appeals is the top official responsible for overseeing and directing the adjudication of veterans’ benefits appeals within the U.S. Department of Veterans Affairs.
  • 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: Deputy Secretary of Veterans Affairs
Triple: [VACO, associatedWith, Deputy Secretary of Veterans Affairs]
Generated description
The Deputy Secretary of Veterans Affairs is the second-highest official in the U.S. Department of Veterans Affairs, responsible for overseeing its day-to-day operations and implementing policies that serve military veterans and their families.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Deputy Secretary of Veterans Affairs
Target entity description: The Deputy Secretary of Veterans Affairs is the second-highest official in the U.S. Department of Veterans Affairs, responsible for overseeing its day-to-day operations and implementing policies that serve military veterans and their families.
  • A. United States Secretary of Veterans Affairs
    The United States Secretary of Veterans Affairs is the Cabinet-level official who leads the Department of Veterans Affairs, overseeing federal programs and services for military veterans and their families.
  • B. Assistant Secretary of Labor for Veterans’ Employment and Training
    The Assistant Secretary of Labor for Veterans’ Employment and Training is a senior U.S. Department of Labor official responsible for overseeing programs and policies that help military veterans transition to and succeed in civilian employment.
  • C. Assistant Secretary of Defense for Health Affairs
    The Assistant Secretary of Defense for Health Affairs is the senior civilian official in the U.S. Department of Defense responsible for overseeing military health policy, the Military Health System, and medical readiness across the armed forces.
  • D. Assistant Secretary of Defense for Legislative Affairs
    The Assistant Secretary of Defense for Legislative Affairs is a senior U.S. Department of Defense official responsible for managing and coordinating the Pentagon’s relations and communications with Congress.
  • E. Chairman of the Board of Veterans’ Appeals
    The Chairman of the Board of Veterans’ Appeals is the top official responsible for overseeing and directing the adjudication of veterans’ benefits appeals within the U.S. Department of Veterans Affairs.
  • 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_69bd463d956c819088105c3db802c017 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd857b41e0819091a51286d0de214c completed March 20, 2026, 5:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf21bba3f8819085efcb9d75fea1f9 completed March 21, 2026, 10:54 p.m.
NEDg Description generation batch_69bf2297d2e48190b0040420b8b76112 completed March 21, 2026, 10:58 p.m.
NED2 Entity disambiguation (via description) batch_69bf22e8286481909a828fe260f22106 completed March 21, 2026, 10:59 p.m.
Created at: March 20, 2026, 1:59 p.m.