Triple
T6167447
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Education Sciences Reform Act of 2002 |
E137602
|
entity |
| Predicate | establishes |
P986
|
FINISHED |
| Object | National Center for Special Education Research |
E25870
|
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: National Center for Special Education Research | Statement: [Education Sciences Reform Act of 2002, establishes, National Center for Special Education Research]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Center for Special Education Research Context triple: [Education Sciences Reform Act of 2002, establishes, National Center for Special Education Research]
-
A.
Institute of Education Sciences
chosen
The Institute of Education Sciences is the independent research, evaluation, and statistics arm of the U.S. federal education system, responsible for providing rigorous evidence to inform education policy and practice.
-
B.
Institute of Educational Sciences
The Institute of Educational Sciences is a graduate-level academic unit of Ankara University specializing in research and advanced studies in education and teacher training.
-
C.
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.
-
D.
Department of Special Education and Multiple Abilities
The Department of Special Education and Multiple Abilities is an academic unit at the University of Alabama focused on preparing professionals to work with individuals with disabilities and diverse learning needs.
-
E.
National Center for Restructuring Education, Schools, and Teaching (NCREST)
The National Center for Restructuring Education, Schools, and Teaching (NCREST) is a research and development organization that studies and supports innovative school reform and teaching practices to improve educational outcomes.
- 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_69c008a68c508190a8d78245c865960e |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c05d647ae48190a1db07b4f4a06e67 |
completed | March 22, 2026, 9:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c16ee938748190ad03e19c241b0881 |
completed | March 23, 2026, 4:48 p.m. |
Created at: March 22, 2026, 4:17 p.m.