Triple

T5324647
Position Surface form Disambiguated ID Type / Status
Subject Agriculture Improvement Act of 2018 E121756 entity
Predicate includesTitle P3254 FINISHED
Object 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.
E511876 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, Extension, and Related Matters | Statement: [Agriculture Improvement Act of 2018, includesTitle, Title VII – Research, Extension, and Related Matters]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title VII – Research, Extension, and Related Matters
Context triple: [Agriculture Improvement Act of 2018, includesTitle, Title VII – Research, Extension, and Related Matters]
  • A. 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.
  • B. Title VII – Indian, Native Hawaiian, and Alaska Native Education
    Title VII – Indian, Native Hawaiian, and Alaska Native Education is a section of U.S. federal education law that provides targeted programs and funding to support the academic achievement, cultural preservation, and language revitalization of American Indian, Native Hawaiian, and Alaska Native students.
  • C. Title VII – The Council of State and the administrative jurisdictions
    Title VII – The Council of State and the administrative jurisdictions is the section of the Belgian Constitution that organizes and defines the powers, composition, and functioning of Belgium’s highest administrative court and related administrative judicial bodies.
  • D. Title VII—Management
    Title VII—Management is a section of the Homeland Security Act of 2002 that establishes organizational and administrative structures for managing the Department of Homeland Security.
  • E. 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.
  • 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, Extension, and Related Matters
Triple: [Agriculture Improvement Act of 2018, includesTitle, Title VII – Research, Extension, and Related Matters]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title VII – Research, Extension, and Related Matters
Target entity description: 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.
  • A. 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.
  • B. Title VII – Indian, Native Hawaiian, and Alaska Native Education
    Title VII – Indian, Native Hawaiian, and Alaska Native Education is a section of U.S. federal education law that provides targeted programs and funding to support the academic achievement, cultural preservation, and language revitalization of American Indian, Native Hawaiian, and Alaska Native students.
  • C. Title VII – The Council of State and the administrative jurisdictions
    Title VII – The Council of State and the administrative jurisdictions is the section of the Belgian Constitution that organizes and defines the powers, composition, and functioning of Belgium’s highest administrative court and related administrative judicial bodies.
  • D. Title VII—Management
    Title VII—Management is a section of the Homeland Security Act of 2002 that establishes organizational and administrative structures for managing the Department of Homeland Security.
  • E. 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.
  • 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_69bd463d956c819088105c3db802c017 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd857b41e0819091a51286d0de214c completed March 20, 2026, 5:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18abdcc48190bca5c7fc354c2471 completed March 21, 2026, 10:16 p.m.
NEDg Description generation batch_69bf19a73b888190a903124a9da5e172 completed March 21, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_69bf19fc79148190a02c4ddf2f6abdf7 completed March 21, 2026, 10:21 p.m.
Created at: March 20, 2026, 1:59 p.m.