Triple

T10153317
Position Surface form Disambiguated ID Type / Status
Subject John Hager E232704 entity
Predicate positionHeld P8 FINISHED
Object Assistant Secretary for Special Education and Rehabilitative Services E573113 NE FINISHED

How this triple was built (2 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: Assistant Secretary for Special Education and Rehabilitative Services | Statement: [John Hager, positionHeld, Assistant Secretary for Special Education and Rehabilitative Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Assistant Secretary for Special Education and Rehabilitative Services
Context triple: [John Hager, positionHeld, Assistant Secretary for Special Education and Rehabilitative Services]
  • A. Assistant Secretary for Special Education and Rehabilitative Services chosen
    The Assistant Secretary for Special Education and Rehabilitative Services is a senior U.S. Department of Education official responsible for overseeing federal programs that support special education and vocational rehabilitation services for individuals with disabilities.
  • B. Assistant Secretary for Elementary and Secondary Education
    The Assistant Secretary for Elementary and Secondary Education is a senior U.S. Department of Education official responsible for federal policies and programs affecting K–12 schooling nationwide.
  • C. Assistant Secretary for Career, Technical, and Adult Education
    The Assistant Secretary for Career, Technical, and Adult Education is a senior U.S. Department of Education official responsible for overseeing federal policies and programs that support career and technical education, workforce development, and adult learning.
  • D. Assistant Secretary for Postsecondary Education
    The Assistant Secretary for Postsecondary Education is a senior U.S. Department of Education official responsible for overseeing federal policies and programs related to colleges, universities, and other postsecondary institutions.
  • E. United States Under Secretary of Education
    The United States Under Secretary of Education is a senior federal official who oversees and coordinates national education policies and programs under the leadership of the U.S. Secretary of Education.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca84885e48819088a31b127cf44904 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cdec376cd48190990862c56c3a4dce completed April 2, 2026, 4:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2e64b5a40819093f29ec34cb0a763 completed April 5, 2026, 10:46 p.m.
Created at: March 30, 2026, 9:08 p.m.