Triple

T2971007
Position Surface form Disambiguated ID Type / Status
Subject National Defense Education Act E80278 entity
Predicate section P3120 FINISHED
Object 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.
E314333 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 VII – Research and Experimentation in More Effective Utilization of Television, Radio, Motion Pictures, and Related Media for Educational Purposes | Statement: [National Defense Education Act, section, Title VII – Research and Experimentation in More Effective Utilization of Television, Radio, Motion Pictures, and Related Media for Educational Purposes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title VII – Research and Experimentation in More Effective Utilization of Television, Radio, Motion Pictures, and Related Media for Educational Purposes
Context triple: [National Defense Education Act, section, Title VII – Research and Experimentation in More Effective Utilization of Television, Radio, Motion Pictures, and Related Media for Educational Purposes]
  • A. Public Broadcasting Act of 1967
    The Public Broadcasting Act of 1967 is a landmark U.S. law that created the Corporation for Public Broadcasting and laid the foundation for modern public radio and television, including NPR and PBS.
  • B. Title IX – Miscellaneous Provisions
    Title IX – Miscellaneous Provisions is a section of the Personal Responsibility and Work Opportunity Reconciliation Act that groups various supplemental and technical provisions not covered in the law’s main titles.
  • C. Title IX—National Intelligence Academy
    Title IX—National Intelligence Academy is a section of the Intelligence Reform and Terrorism Prevention Act of 2004 that establishes provisions for creating and supporting a national academy to train and professionalize U.S. intelligence personnel.
  • D. Title I
    Title I is the section of the Economic Opportunity Act of 1964 that established and authorized the federal Job Corps program to provide education, training, and employment opportunities for disadvantaged youth.
  • E. Title I
    Title I is the section of the Civil Rights Act of 1964 that addresses voting rights protections, particularly by prohibiting unequal application of voter registration requirements.
  • 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 VII – Research and Experimentation in More Effective Utilization of Television, Radio, Motion Pictures, and Related Media for Educational Purposes
Triple: [National Defense Education Act, section, Title VII – Research and Experimentation in More Effective Utilization of Television, Radio, Motion Pictures, and Related Media for Educational Purposes]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title VII – Research and Experimentation in More Effective Utilization of Television, Radio, Motion Pictures, and Related Media for Educational Purposes
Target entity description: 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.
  • A. Public Broadcasting Act of 1967
    The Public Broadcasting Act of 1967 is a landmark U.S. law that created the Corporation for Public Broadcasting and laid the foundation for modern public radio and television, including NPR and PBS.
  • B. Title IX – Miscellaneous Provisions
    Title IX – Miscellaneous Provisions is a section of the Personal Responsibility and Work Opportunity Reconciliation Act that groups various supplemental and technical provisions not covered in the law’s main titles.
  • C. Title IX—National Intelligence Academy
    Title IX—National Intelligence Academy is a section of the Intelligence Reform and Terrorism Prevention Act of 2004 that establishes provisions for creating and supporting a national academy to train and professionalize U.S. intelligence personnel.
  • D. Title I
    Title I is the section of the Economic Opportunity Act of 1964 that established and authorized the federal Job Corps program to provide education, training, and employment opportunities for disadvantaged youth.
  • E. Title I
    Title I is the section of the Civil Rights Act of 1964 that addresses voting rights protections, particularly by prohibiting unequal application of voter registration requirements.
  • 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.