Triple

T6996329
Position Surface form Disambiguated ID Type / Status
Subject Public Law 89-10 E162224 entity
Predicate title P38 FINISHED
Object Title IV – Educational Research and Training
Title IV – Educational Research and Training is a section of the Elementary and Secondary Education Act of 1965 that authorized federal support for educational research, development, and training to improve teaching and learning in U.S. schools.
E634473 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 IV – Educational Research and Training | Statement: [Public Law 89-10, title, Title IV – Educational Research and Training]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title IV – Educational Research and Training
Context triple: [Public Law 89-10, title, Title IV – Educational Research and Training]
  • A. Title VII – Research, Extension, and Related Matters
    Title VII – Research, Extension, and Related Matters is the section of the 2018 U.S. farm bill that governs federal agricultural research, education, and extension programs supporting innovation and knowledge transfer in food and farming systems.
  • B. Title IV
    Title IV is a section of the Superfund Amendments and Reauthorization Act of 1986 that establishes specific provisions and requirements related to emergency planning and community right-to-know about hazardous chemicals.
  • C. Title IV
    Title IV is a section of U.S. federal education law that provides funding and guidelines to support student enrichment, safety, and access to well-rounded educational opportunities in elementary and secondary schools.
  • D. Title IV
    Title IV is a section of the Puerto Rico Oversight, Management, and Economic Stability Act that establishes procedures and mechanisms for restructuring Puerto Rico’s public debt and addressing its fiscal crisis.
  • 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 IV – Educational Research and Training
Triple: [Public Law 89-10, title, Title IV – Educational Research and Training]
Generated description
Title IV – Educational Research and Training is a section of the Elementary and Secondary Education Act of 1965 that authorized federal support for educational research, development, and training to improve teaching and learning in U.S. schools.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title IV – Educational Research and Training
Target entity description: Title IV – Educational Research and Training is a section of the Elementary and Secondary Education Act of 1965 that authorized federal support for educational research, development, and training to improve teaching and learning in U.S. schools.
  • A. Title VII – Research, Extension, and Related Matters
    Title VII – Research, Extension, and Related Matters is the section of the 2018 U.S. farm bill that governs federal agricultural research, education, and extension programs supporting innovation and knowledge transfer in food and farming systems.
  • B. Title IV
    Title IV is a section of U.S. federal education law that provides funding and guidelines to support student enrichment, safety, and access to well-rounded educational opportunities in elementary and secondary schools.
  • C. Title IV
    Title IV is a section of the Superfund Amendments and Reauthorization Act of 1986 that establishes specific provisions and requirements related to emergency planning and community right-to-know about hazardous chemicals.
  • D. Title IV
    Title IV is a section of the Puerto Rico Oversight, Management, and Economic Stability Act that establishes procedures and mechanisms for restructuring Puerto Rico’s public debt and addressing its fiscal crisis.
  • 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_69c68857ffc08190857dc62cd5253777 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dbedafa48190af0d2b47e3a1e17e completed March 27, 2026, 7:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c76a1fa11481908450978acc1e0913 completed March 28, 2026, 5:41 a.m.
NEDg Description generation batch_69c76b84f5688190a0aef7cd8695c6b0 completed March 28, 2026, 5:47 a.m.
NED2 Entity disambiguation (via description) batch_69c76be95ecc8190a57ff197f236d434 completed March 28, 2026, 5:49 a.m.
Created at: March 27, 2026, 2:32 p.m.