Triple

T1746032
Position Surface form Disambiguated ID Type / Status
Subject Public Law 107-296 E38336 entity
Predicate containsTitle P3254 FINISHED
Object 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.
E197697 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—Treatment of Charitable Trusts for Members of the Armed Forces of the United States and Other Governmental Organizations | Statement: [Public Law 107-296, containsTitle, Title VI—Treatment of Charitable Trusts for Members of the Armed Forces of the United States and Other Governmental Organizations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title VI—Treatment of Charitable Trusts for Members of the Armed Forces of the United States and Other Governmental Organizations
Context triple: [Public Law 107-296, containsTitle, Title VI—Treatment of Charitable Trusts for Members of the Armed Forces of the United States and Other Governmental Organizations]
  • 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 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.
  • C. Servicemembers Civil Relief Act
    The Servicemembers Civil Relief Act is a U.S. federal law that provides legal and financial protections to active-duty military personnel, particularly in areas such as housing, loans, and civil judicial proceedings.
  • D. Military Justice Act of 1968
    The Military Justice Act of 1968 is a U.S. federal law that significantly reformed the military justice system by enhancing procedural safeguards and aligning court-martial practices more closely with civilian criminal courts.
  • E. Title 6 of the United States Code
    Title 6 of the United States Code is the body of federal statutory law that organizes and governs the Department of Homeland Security and its authorities within the U.S. legal framework.
  • 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—Treatment of Charitable Trusts for Members of the Armed Forces of the United States and Other Governmental Organizations
Triple: [Public Law 107-296, containsTitle, Title VI—Treatment of Charitable Trusts for Members of the Armed Forces of the United States and Other Governmental Organizations]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title VI—Treatment of Charitable Trusts for Members of the Armed Forces of the United States and Other Governmental Organizations
Target entity description: 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.
  • 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 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.
  • C. Servicemembers Civil Relief Act
    The Servicemembers Civil Relief Act is a U.S. federal law that provides legal and financial protections to active-duty military personnel, particularly in areas such as housing, loans, and civil judicial proceedings.
  • D. Military Justice Act of 1968
    The Military Justice Act of 1968 is a U.S. federal law that significantly reformed the military justice system by enhancing procedural safeguards and aligning court-martial practices more closely with civilian criminal courts.
  • E. Title 6 of the United States Code
    Title 6 of the United States Code is the body of federal statutory law that organizes and governs the Department of Homeland Security and its authorities within the U.S. legal framework.
  • 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_69a8862b01a48190ab47209063af82d9 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa63e93f3481909f61d581f7a5bdfa completed March 6, 2026, 5:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada0de0ff08190bb7758e3ba32de80 completed March 8, 2026, 4:16 p.m.
NEDg Description generation batch_69ada524a234819082f94430da4e802d completed March 8, 2026, 4:34 p.m.
NED2 Entity disambiguation (via description) batch_69ada5bc32ac8190a921410bdfa465fa completed March 8, 2026, 4:37 p.m.
Created at: March 4, 2026, 7:31 p.m.