Triple

T4034835
Position Surface form Disambiguated ID Type / Status
Subject No Child Left Behind Act E83802 entity
Predicate includesTitle P3254 FINISHED
Object Title V – Promoting Informed Parental Choice and Innovative Programs
Title V – Promoting Informed Parental Choice and Innovative Programs is a section of U.S. federal education law that supports parental involvement and school innovation through grants and initiatives aimed at expanding educational options and improving school quality.
E409326 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 – Promoting Informed Parental Choice and Innovative Programs | Statement: [No Child Left Behind Act, includesTitle, Title V – Promoting Informed Parental Choice and Innovative Programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title V – Promoting Informed Parental Choice and Innovative Programs
Context triple: [No Child Left Behind Act, includesTitle, Title V – Promoting Informed Parental Choice and Innovative Programs]
  • A. The Control of Parenthood
    The Control of Parenthood is a book by Leonard Darwin that discusses eugenics and the social and ethical implications of regulating human reproduction.
  • B. 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.
  • C. 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.
  • D. Title VII – Child Nutrition Programs
    Title VII – Child Nutrition Programs is a section of the Personal Responsibility and Work Opportunity Reconciliation Act that addresses federal policies and provisions related to child nutrition assistance programs.
  • E. Title VII – Research and Experimentation in More Effective Utilization of Television, Radio, Motion Pictures, and Related Media for Educational Purposes
    Title VII – Research and Experimentation in More Effective Utilization of Television, Radio, Motion Pictures, and Related Media for Educational Purposes is a provision of the National Defense Education Act that funded innovative studies and pilot projects on using mass media technologies to improve teaching and learning.
  • 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 – Promoting Informed Parental Choice and Innovative Programs
Triple: [No Child Left Behind Act, includesTitle, Title V – Promoting Informed Parental Choice and Innovative Programs]
Generated description
Title V – Promoting Informed Parental Choice and Innovative Programs is a section of U.S. federal education law that supports parental involvement and school innovation through grants and initiatives aimed at expanding educational options and improving school quality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title V – Promoting Informed Parental Choice and Innovative Programs
Target entity description: Title V – Promoting Informed Parental Choice and Innovative Programs is a section of U.S. federal education law that supports parental involvement and school innovation through grants and initiatives aimed at expanding educational options and improving school quality.
  • A. The Control of Parenthood
    The Control of Parenthood is a book by Leonard Darwin that discusses eugenics and the social and ethical implications of regulating human reproduction.
  • B. 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.
  • C. 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.
  • D. Title VII – Child Nutrition Programs
    Title VII – Child Nutrition Programs is a section of the Personal Responsibility and Work Opportunity Reconciliation Act that addresses federal policies and provisions related to child nutrition assistance programs.
  • E. Title VII – Research and Experimentation in More Effective Utilization of Television, Radio, Motion Pictures, and Related Media for Educational Purposes
    Title VII – Research and Experimentation in More Effective Utilization of Television, Radio, Motion Pictures, and Related Media for Educational Purposes is a provision of the National Defense Education Act that funded innovative studies and pilot projects on using mass media technologies to improve teaching and learning.
  • 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_69aed92f7cf0819098e0539bdcc3767f completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefb11d92481909aaebbc250ff45b9 completed March 9, 2026, 4:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5563e11708190abc9ba55b1be43a5 completed March 14, 2026, 12:36 p.m.
NEDg Description generation batch_69b55a291d8c8190976e764011692ba0 completed March 14, 2026, 12:52 p.m.
NED2 Entity disambiguation (via description) batch_69b55a9ec7e88190bc5d165fd666f4b3 completed March 14, 2026, 12:54 p.m.
Created at: March 9, 2026, 3:36 p.m.