Triple
T6169074
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Under Secretaries and Assistant Secretaries of Education |
E137644
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
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.
|
E577009
|
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: Assistant Secretary for Career, Technical, and Adult Education | Statement: [Under Secretaries and Assistant Secretaries of Education, hasPart, Assistant Secretary for Career, Technical, and Adult Education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Assistant Secretary for Career, Technical, and Adult Education Context triple: [Under Secretaries and Assistant Secretaries of Education, hasPart, Assistant Secretary for Career, Technical, and Adult Education]
-
A.
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.
-
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 Special Education and Rehabilitative Services
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.
-
D.
Assistant Secretary of Labor for Employment and Training
The Assistant Secretary of Labor for Employment and Training is a senior U.S. Department of Labor official responsible for overseeing national workforce development, job training, and employment services programs.
-
E.
NEA Assistant Secretary
The NEA Assistant Secretary is the senior U.S. State Department official responsible for overseeing and directing American foreign policy and diplomatic relations in the Near Eastern (Middle East and North Africa) region.
- 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: Assistant Secretary for Career, Technical, and Adult Education Triple: [Under Secretaries and Assistant Secretaries of Education, hasPart, Assistant Secretary for Career, Technical, and Adult Education]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Assistant Secretary for Career, Technical, and Adult Education Target entity description: 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.
-
A.
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.
-
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 Special Education and Rehabilitative Services
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.
-
D.
Assistant Secretary of Labor for Employment and Training
The Assistant Secretary of Labor for Employment and Training is a senior U.S. Department of Labor official responsible for overseeing national workforce development, job training, and employment services programs.
-
E.
NEA Assistant Secretary
The NEA Assistant Secretary is the senior U.S. State Department official responsible for overseeing and directing American foreign policy and diplomatic relations in the Near Eastern (Middle East and North Africa) region.
- 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_69c008a68c508190a8d78245c865960e |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c05d8de56481909583104c70a52616 |
completed | March 22, 2026, 9:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c20d7783988190a0f0c8b37abe7069 |
completed | March 24, 2026, 4:05 a.m. |
| NEDg | Description generation | batch_69c211b3d06c81908b8eb7b3fe1b7e55 |
completed | March 24, 2026, 4:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c2122ed0f0819083c1e06b211b26d4 |
completed | March 24, 2026, 4:25 a.m. |
Created at: March 22, 2026, 4:18 p.m.