Triple
T19105097
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Judith Heumann |
E467631
|
entity |
| Predicate | endTime |
P214
|
FINISHED |
| Object | 2001 (Assistant Secretary for Special Education and Rehabilitative Services) |
—
|
NE NERFINISHED |
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: 2001 (Assistant Secretary for Special Education and Rehabilitative Services) | Statement: [Judith Heumann, endTime, 2001 (Assistant Secretary for Special Education and Rehabilitative Services)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 2001 (Assistant Secretary for Special Education and Rehabilitative Services) Context triple: [Judith Heumann, endTime, 2001 (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 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.
-
D.
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.
-
E.
Office of Special Education and Rehabilitative Services
The Office of Special Education and Rehabilitative Services is a federal agency that oversees programs and policies supporting special education and vocational rehabilitation services for individuals with disabilities in the United States.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8dd05ac4c8190b1967d8f97f3fb2f |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e3704c688190b84ef82da45d0862 |
completed | April 20, 2026, 8:27 a.m. |
Created at: April 10, 2026, 12:04 p.m.