Triple

T2971005
Position Surface form Disambiguated ID Type / Status
Subject National Defense Education Act E80278 entity
Predicate section P3120 FINISHED
Object Title V – Guidance, Counseling, and Testing; Identification and Encouragement of Able Students
Title V – Guidance, Counseling, and Testing; Identification and Encouragement of Able Students is a section of the National Defense Education Act that established federal support for school guidance, counseling, and testing programs to identify and foster academically talented students.
E314331 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: Title V – Guidance, Counseling, and Testing; Identification and Encouragement of Able Students | Statement: [National Defense Education Act, section, Title V – Guidance, Counseling, and Testing; Identification and Encouragement of Able Students]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title V – Guidance, Counseling, and Testing; Identification and Encouragement of Able Students
Context triple: [National Defense Education Act, section, Title V – Guidance, Counseling, and Testing; Identification and Encouragement of Able Students]
  • A. Title I, Part A – Improving Basic Programs Operated by Local Educational Agencies
    Title I, Part A – Improving Basic Programs Operated by Local Educational Agencies is a major federal education funding program that provides financial assistance to schools and districts serving high numbers or percentages of children from low-income families to help ensure all students meet challenging academic standards.
  • B. 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.
  • C. Individuals with Disabilities Education Act Part B
    Individuals with Disabilities Education Act Part B is the section of U.S. federal special education law that governs how states and public schools must provide free appropriate public education and related services to children with disabilities ages 3–21.
  • D. Title V
    Title V is the section of the Americans with Disabilities Act that contains miscellaneous provisions, including rules on retaliation, attorney’s fees, and the relationship of the ADA to other laws.
  • E. Title V
    Title V is a section of the Superfund Amendments and Reauthorization Act of 1986 that addresses emergency planning and community right-to-know provisions related to hazardous chemicals and toxic releases.
  • 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: Title V – Guidance, Counseling, and Testing; Identification and Encouragement of Able Students
Triple: [National Defense Education Act, section, Title V – Guidance, Counseling, and Testing; Identification and Encouragement of Able Students]
Generated description
Title V – Guidance, Counseling, and Testing; Identification and Encouragement of Able Students is a section of the National Defense Education Act that established federal support for school guidance, counseling, and testing programs to identify and foster academically talented students.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title V – Guidance, Counseling, and Testing; Identification and Encouragement of Able Students
Target entity description: Title V – Guidance, Counseling, and Testing; Identification and Encouragement of Able Students is a section of the National Defense Education Act that established federal support for school guidance, counseling, and testing programs to identify and foster academically talented students.
  • A. Title I, Part A – Improving Basic Programs Operated by Local Educational Agencies
    Title I, Part A – Improving Basic Programs Operated by Local Educational Agencies is a major federal education funding program that provides financial assistance to schools and districts serving high numbers or percentages of children from low-income families to help ensure all students meet challenging academic standards.
  • B. 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.
  • C. Individuals with Disabilities Education Act Part B
    Individuals with Disabilities Education Act Part B is the section of U.S. federal special education law that governs how states and public schools must provide free appropriate public education and related services to children with disabilities ages 3–21.
  • D. Title V
    Title V is the section of the Americans with Disabilities Act that contains miscellaneous provisions, including rules on retaliation, attorney’s fees, and the relationship of the ADA to other laws.
  • E. Title V
    Title V is a section of the Superfund Amendments and Reauthorization Act of 1986 that addresses emergency planning and community right-to-know provisions related to hazardous chemicals and toxic releases.
  • 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_69ad8b14ffe881908ffed62f9595c867 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9973ed6881908f11f49ca2e171df completed March 8, 2026, 3:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0fca6491c81909edaf6f495f17761 completed March 11, 2026, 5:24 a.m.
NEDg Description generation batch_69b1006c3ee48190b17b8216a8b700c9 completed March 11, 2026, 5:41 a.m.
NED2 Entity disambiguation (via description) batch_69b100dd4f108190b39926534096d6c7 completed March 11, 2026, 5:42 a.m.
Created at: March 8, 2026, 2:58 p.m.