Triple

T1746034
Position Surface form Disambiguated ID Type / Status
Subject Public Law 107-296 E38336 entity
Predicate containsTitle P3254 FINISHED
Object Title VIII—Coordination with Non-Federal Entities; Inspector General; United States Secret Service; Coast Guard; General Provisions
Title VIII—Coordination with Non-Federal Entities; Inspector General; United States Secret Service; Coast Guard; General Provisions is a section of the Homeland Security Act of 2002 that sets out organizational, oversight, and coordination authorities for key homeland security components and their interaction with non-federal partners.
E197699 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 VIII—Coordination with Non-Federal Entities; Inspector General; United States Secret Service; Coast Guard; General Provisions | Statement: [Public Law 107-296, containsTitle, Title VIII—Coordination with Non-Federal Entities; Inspector General; United States Secret Service; Coast Guard; General Provisions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title VIII—Coordination with Non-Federal Entities; Inspector General; United States Secret Service; Coast Guard; General Provisions
Context triple: [Public Law 107-296, containsTitle, Title VIII—Coordination with Non-Federal Entities; Inspector General; United States Secret Service; Coast Guard; General Provisions]
  • A. 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.
  • B. Federal Coordination and Compliance Section
    The Federal Coordination and Compliance Section is a unit within the U.S. Department of Justice that enforces federal civil rights laws prohibiting discrimination by recipients of federal financial assistance and coordinates civil rights compliance across federal agencies.
  • C. Section VIII
    Section VIII is the portion of the ASME Boiler and Pressure Vessel Code that sets design, fabrication, inspection, testing, and certification requirements for pressure vessels.
  • D. Title 8 of the United States Code
    Title 8 of the United States Code is the primary body of federal statutory law governing immigration, nationality, and related enforcement in the United States.
  • E. 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.
  • 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 VIII—Coordination with Non-Federal Entities; Inspector General; United States Secret Service; Coast Guard; General Provisions
Triple: [Public Law 107-296, containsTitle, Title VIII—Coordination with Non-Federal Entities; Inspector General; United States Secret Service; Coast Guard; General Provisions]
Generated description
Title VIII—Coordination with Non-Federal Entities; Inspector General; United States Secret Service; Coast Guard; General Provisions is a section of the Homeland Security Act of 2002 that sets out organizational, oversight, and coordination authorities for key homeland security components and their interaction with non-federal partners.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title VIII—Coordination with Non-Federal Entities; Inspector General; United States Secret Service; Coast Guard; General Provisions
Target entity description: Title VIII—Coordination with Non-Federal Entities; Inspector General; United States Secret Service; Coast Guard; General Provisions is a section of the Homeland Security Act of 2002 that sets out organizational, oversight, and coordination authorities for key homeland security components and their interaction with non-federal partners.
  • A. 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.
  • B. Federal Coordination and Compliance Section
    The Federal Coordination and Compliance Section is a unit within the U.S. Department of Justice that enforces federal civil rights laws prohibiting discrimination by recipients of federal financial assistance and coordinates civil rights compliance across federal agencies.
  • C. Section VIII
    Section VIII is the portion of the ASME Boiler and Pressure Vessel Code that sets design, fabrication, inspection, testing, and certification requirements for pressure vessels.
  • D. Title 8 of the United States Code
    Title 8 of the United States Code is the primary body of federal statutory law governing immigration, nationality, and related enforcement in the United States.
  • E. 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.
  • 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.