Triple

T6167397
Position Surface form Disambiguated ID Type / Status
Subject Institute of Education Sciences E137601 entity
Predicate hasComponent P35 FINISHED
Object National Center for Special Education Research
The National Center for Special Education Research is a U.S. federal research center that funds and conducts studies to improve educational outcomes for children with disabilities.
E25870 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: National Center for Special Education Research | Statement: [Institute of Education Sciences, hasComponent, 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: [Institute of Education Sciences, hasComponent, National Center for Special Education Research]
  • A. Institute of Education Sciences
    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. 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: National Center for Special Education Research
Triple: [Institute of Education Sciences, hasComponent, National Center for Special Education Research]
Generated description
The National Center for Special Education Research is a U.S. federal research center that funds and conducts studies to improve educational outcomes for children with disabilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Center for Special Education Research
Target entity description: The National Center for Special Education Research is a U.S. federal research center that funds and conducts studies to improve educational outcomes for children with disabilities.
  • 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.

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_69c05d647ae48190a1db07b4f4a06e67 completed March 22, 2026, 9:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c141a3ea6c81908847998960c9d0eb completed March 23, 2026, 1:35 p.m.
NEDg Description generation batch_69c143d8090081909ec2759a7025bcfb completed March 23, 2026, 1:44 p.m.
NED2 Entity disambiguation (via description) batch_69c1444a09ac8190acfee8a878652d16 completed March 23, 2026, 1:46 p.m.
Created at: March 22, 2026, 4:17 p.m.