Triple

T6657366
Position Surface form Disambiguated ID Type / Status
Subject Pub.L. 89–329 E151379 entity
Predicate hasComponent P35 FINISHED
Object Title VII – Miscellaneous Provisions
Title VII – Miscellaneous Provisions is a section of the Higher Education Act of 1965 that contains assorted administrative, procedural, and general regulatory clauses not covered in the Act’s primary titles.
E609201 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 – Miscellaneous Provisions | Statement: [Pub.L. 89–329, hasComponent, Title VII – Miscellaneous Provisions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title VII – Miscellaneous Provisions
Context triple: [Pub.L. 89–329, hasComponent, Title VII – Miscellaneous Provisions]
  • A. 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.
  • B. Title VI Miscellaneous Provisions
    Title VI Miscellaneous Provisions is the section of the Labor-Management Reporting and Disclosure Act of 1959 that sets out various general, supplemental, and administrative rules necessary for implementing and enforcing the Act’s core labor-management and union governance protections.
  • C. Title VII
    Title VII is a section of the Higher Education Act of 1965 that authorizes federal programs to strengthen graduate education and research at colleges and universities.
  • D. Title VII
    Title VII is a section of the Defense Production Act of 1950 that addresses general provisions, including administrative, enforcement, and miscellaneous authorities related to national defense production.
  • E. Title VII
    Title VII is a section of U.S. federal legislation focused on improving patient access to innovative medical therapies and modernizing the regulation of drugs and biologics.
  • 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 – Miscellaneous Provisions
Triple: [Pub.L. 89–329, hasComponent, Title VII – Miscellaneous Provisions]
Generated description
Title VII – Miscellaneous Provisions is a section of the Higher Education Act of 1965 that contains assorted administrative, procedural, and general regulatory clauses not covered in the Act’s primary titles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title VII – Miscellaneous Provisions
Target entity description: Title VII – Miscellaneous Provisions is a section of the Higher Education Act of 1965 that contains assorted administrative, procedural, and general regulatory clauses not covered in the Act’s primary titles.
  • A. 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.
  • B. Title VI Miscellaneous Provisions
    Title VI Miscellaneous Provisions is the section of the Labor-Management Reporting and Disclosure Act of 1959 that sets out various general, supplemental, and administrative rules necessary for implementing and enforcing the Act’s core labor-management and union governance protections.
  • C. Title VII
    Title VII is a section of the Higher Education Act of 1965 that authorizes federal programs to strengthen graduate education and research at colleges and universities.
  • D. Title VII
    Title VII is a section of the Defense Production Act of 1950 that addresses general provisions, including administrative, enforcement, and miscellaneous authorities related to national defense production.
  • E. Title VII
    Title VII is a section of U.S. federal legislation focused on improving patient access to innovative medical therapies and modernizing the regulation of drugs and biologics.
  • 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_69c687f5fac48190a09e4838d9c6b45d completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6b06f3da88190b17649f44ee93fd1 completed March 27, 2026, 4:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6ef028ccc8190a56395075c9aabf7 completed March 27, 2026, 8:56 p.m.
NEDg Description generation batch_69c6f0a2a150819091ec6e6d2905abcb completed March 27, 2026, 9:03 p.m.
NED2 Entity disambiguation (via description) batch_69c6f1344dd4819096c1d3e216320c4d completed March 27, 2026, 9:05 p.m.
Created at: March 27, 2026, 2:01 p.m.