Triple

T23090246
Position Surface form Disambiguated ID Type / Status
Subject Public Law 101-476 E575724 entity
Predicate buildsOn P7125 FINISHED
Object Education for All Handicapped Children Act of 1975
The Education for All Handicapped Children Act of 1975 is a landmark U.S. federal law that first guaranteed free, appropriate public education and related services to children with disabilities, laying the foundation for modern special education policy.
E1571947 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: Education for All Handicapped Children Act of 1975 | Statement: [Public Law 101-476, buildsOn, Education for All Handicapped Children Act of 1975]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Education for All Handicapped Children Act of 1975
Context triple: [Public Law 101-476, buildsOn, Education for All Handicapped Children Act of 1975]
  • A. Education for All Handicapped Children Act Amendments of 1979
    The Education for All Handicapped Children Act Amendments of 1979 were federal legislative changes that refined and expanded the United States’ special education law to improve services and protections for children with disabilities.
  • B. Elementary and Secondary Education Act of 1965
    The Elementary and Secondary Education Act of 1965 is a landmark U.S. federal law that greatly expanded federal funding and support for public K–12 education, particularly for disadvantaged students.
  • C. Individuals with Disabilities Education Act
    The Individuals with Disabilities Education Act is a U.S. federal law that guarantees eligible children with disabilities the right to a free appropriate public education and related services tailored to their individual needs.
  • D. Rehabilitation Act of 1973
    The Rehabilitation Act of 1973 is a landmark U.S. civil rights law that prohibits discrimination on the basis of disability in programs and activities receiving federal financial assistance and in federal employment.
  • E. Rehabilitation Act Amendments of 1974
    The Rehabilitation Act Amendments of 1974 were U.S. federal legislative changes that strengthened and expanded protections and services for individuals with disabilities, particularly in employment, education, and access to federally funded programs.
  • 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: Education for All Handicapped Children Act of 1975
Triple: [Public Law 101-476, buildsOn, Education for All Handicapped Children Act of 1975]
Generated description
The Education for All Handicapped Children Act of 1975 is a landmark U.S. federal law that first guaranteed free, appropriate public education and related services to children with disabilities, laying the foundation for modern special education policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Education for All Handicapped Children Act of 1975
Target entity description: The Education for All Handicapped Children Act of 1975 is a landmark U.S. federal law that first guaranteed free, appropriate public education and related services to children with disabilities, laying the foundation for modern special education policy.
  • A. Education for All Handicapped Children Act Amendments of 1979
    The Education for All Handicapped Children Act Amendments of 1979 were federal legislative changes that refined and expanded the United States’ special education law to improve services and protections for children with disabilities.
  • B. Elementary and Secondary Education Act of 1965
    The Elementary and Secondary Education Act of 1965 is a landmark U.S. federal law that greatly expanded federal funding and support for public K–12 education, particularly for disadvantaged students.
  • C. Individuals with Disabilities Education Act
    The Individuals with Disabilities Education Act is a U.S. federal law that guarantees eligible children with disabilities the right to a free appropriate public education and related services tailored to their individual needs.
  • D. Rehabilitation Act of 1973
    The Rehabilitation Act of 1973 is a landmark U.S. civil rights law that prohibits discrimination on the basis of disability in programs and activities receiving federal financial assistance and in federal employment.
  • E. Rehabilitation Act Amendments of 1974
    The Rehabilitation Act Amendments of 1974 were U.S. federal legislative changes that strengthened and expanded protections and services for individuals with disabilities, particularly in employment, education, and access to federally funded programs.
  • 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_69e245bf3e3c819086d3448720efc01b completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f18da99bec81908ecadf8dab10d1b7 completed April 29, 2026, 4:48 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c23de69988190bd7deabb19327bb4 completed May 19, 2026, 8:48 a.m.
NEDg Description generation batch_6a0c271d8fc48190a818c73660218022 completed May 19, 2026, 9:02 a.m.
NED2 Entity disambiguation (via description) batch_6a0c2951a718819088c1c7d8435586ec completed May 19, 2026, 9:11 a.m.
Created at: April 17, 2026, 3:57 p.m.