Triple
T6169072
| 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 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.
|
E573113
|
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 Special Education and Rehabilitative Services | Statement: [Under Secretaries and Assistant Secretaries of Education, hasPart, 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: [Under Secretaries and Assistant Secretaries of Education, hasPart, Assistant Secretary for Special Education and Rehabilitative Services]
-
A.
Assistant Secretary of Labor for Disability Employment Policy
The Assistant Secretary of Labor for Disability Employment Policy is the senior U.S. Department of Labor official responsible for developing and promoting national policies that increase employment opportunities and workplace inclusion for people with disabilities.
-
B.
Secretary of Education
The Secretary of Education is the Philippine government’s chief official responsible for overseeing the national education system and leading the Department of Education.
-
C.
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.
-
D.
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.
-
E.
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.
- 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 Special Education and Rehabilitative Services Triple: [Under Secretaries and Assistant Secretaries of Education, hasPart, Assistant Secretary for Special Education and Rehabilitative Services]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Assistant Secretary for Special Education and Rehabilitative Services Target entity description: 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.
-
A.
Assistant Secretary of Labor for Disability Employment Policy
The Assistant Secretary of Labor for Disability Employment Policy is the senior U.S. Department of Labor official responsible for developing and promoting national policies that increase employment opportunities and workplace inclusion for people with disabilities.
-
B.
Secretary of Education
The Secretary of Education is the Philippine government’s chief official responsible for overseeing the national education system and leading the Department of Education.
-
C.
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.
-
D.
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.
-
E.
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.
- 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_69c141a947808190ac68e6f00858a573 |
completed | March 23, 2026, 1:35 p.m. |
| NEDg | Description generation | batch_69c1458171588190a074797c3b51f1e7 |
completed | March 23, 2026, 1:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c145f2290c819093f787a4f9a6a832 |
completed | March 23, 2026, 1:53 p.m. |
Created at: March 22, 2026, 4:18 p.m.