Triple

T11729216
Position Surface form Disambiguated ID Type / Status
Subject Public Law 99-145 E278855 entity
Predicate hasTitle P38 FINISHED
Object Title VI—Compensation and Other Personnel Benefits
Title VI—Compensation and Other Personnel Benefits is a section of U.S. Public Law 99-145 that sets forth provisions governing pay, allowances, and related benefits for military and other federal personnel.
E943139 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 VI—Compensation and Other Personnel Benefits | Statement: [Public Law 99-145, hasTitle, Title VI—Compensation and Other Personnel Benefits]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title VI—Compensation and Other Personnel Benefits
Context triple: [Public Law 99-145, hasTitle, Title VI—Compensation and Other Personnel Benefits]
  • A. 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.
  • B. Title VI—Treatment of Charitable Trusts for Members of the Armed Forces of the United States and Other Governmental Organizations
    Title VI—Treatment of Charitable Trusts for Members of the Armed Forces of the United States and Other Governmental Organizations is a section of U.S. federal law that establishes special rules and protections for charitable trusts benefiting military personnel and certain government-related groups.
  • C. Title VI: Constitutional Guarantees
    Title VI: Constitutional Guarantees is a section of a constitution that sets out fundamental rights and protections afforded to individuals and limits on state power to ensure the rule of law.
  • D. 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.
  • E. Title VIII
    Title VIII is the section of the Civil Rights Act of 1968 commonly known as the Fair Housing Act, which prohibits discrimination in the sale, rental, and financing of housing.
  • 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 VI—Compensation and Other Personnel Benefits
Triple: [Public Law 99-145, hasTitle, Title VI—Compensation and Other Personnel Benefits]
Generated description
Title VI—Compensation and Other Personnel Benefits is a section of U.S. Public Law 99-145 that sets forth provisions governing pay, allowances, and related benefits for military and other federal personnel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title VI—Compensation and Other Personnel Benefits
Target entity description: Title VI—Compensation and Other Personnel Benefits is a section of U.S. Public Law 99-145 that sets forth provisions governing pay, allowances, and related benefits for military and other federal personnel.
  • A. 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.
  • B. Title VI—Treatment of Charitable Trusts for Members of the Armed Forces of the United States and Other Governmental Organizations
    Title VI—Treatment of Charitable Trusts for Members of the Armed Forces of the United States and Other Governmental Organizations is a section of U.S. federal law that establishes special rules and protections for charitable trusts benefiting military personnel and certain government-related groups.
  • C. Title VI: Constitutional Guarantees
    Title VI: Constitutional Guarantees is a section of a constitution that sets out fundamental rights and protections afforded to individuals and limits on state power to ensure the rule of law.
  • D. 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.
  • E. Title VIII
    Title VIII is the section of the Civil Rights Act of 1968 commonly known as the Fair Housing Act, which prohibits discrimination in the sale, rental, and financing of housing.
  • 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_69d6aaffec6881908bead509e8621742 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a4d80ef881908cab956787ab07fd completed April 10, 2026, 7:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69ef83e9efdc8190830f9b9cb5362b1c completed April 27, 2026, 3:42 p.m.
NEDg Description generation batch_69ef96b286e48190adf7224749f9a01c completed April 27, 2026, 5:02 p.m.
NED2 Entity disambiguation (via description) batch_69efb51a94508190ae3159ad4a9725c8 completed April 27, 2026, 7:12 p.m.
Created at: April 8, 2026, 9:41 p.m.