Triple

T22450283
Position Surface form Disambiguated ID Type / Status
Subject Public Law 105-33 E554970 entity
Predicate containsTitle P3254 FINISHED
Object Title I—Balanced Budget Act
Title I—Balanced Budget Act is a major legislative title that established federal budget-balancing measures and spending controls as part of the broader Balanced Budget Act of 1997.
 E1537051 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 I—Balanced Budget Act | Statement: [Public Law 105-33, containsTitle, Title I—Balanced Budget Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Title I—Balanced Budget Act
Context triple: [Public Law 105-33, containsTitle, Title I—Balanced Budget Act]
  • A. Title I of the Consolidated Appropriations Act, 2001
    Title I of the Consolidated Appropriations Act, 2001 is the portion of a U.S. federal omnibus spending law that enacted the Community Renewal Tax Relief Act of 2000, providing various tax incentives aimed at economic development and community revitalization.
  • B. Title I – Congressional Budget Process
    Title I – Congressional Budget Process is a section of U.S. federal budget law that establishes the procedures and rules by which Congress develops, adopts, and enforces the federal budget.
  • C. Title I
    Title I is the section of the Digital Millennium Copyright Act that implements anti-circumvention measures and related protections for digital rights management technologies.
  • D. Title I
    Title I is a section of the National Defense Education Act that provided federal funding to strengthen U.S. education in areas critical to national security, particularly science, mathematics, and foreign languages.
  • E. Title I
    Title I is the section of the Economic Opportunity Act of 1964 that established and authorized the federal Job Corps program to provide education, training, and employment opportunities for disadvantaged youth.
  • 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 I—Balanced Budget Act
Triple: [Public Law 105-33, containsTitle, Title I—Balanced Budget Act]
Generated description
Title I—Balanced Budget Act is a major legislative title that established federal budget-balancing measures and spending controls as part of the broader Balanced Budget Act of 1997.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Title I—Balanced Budget Act
Target entity description: Title I—Balanced Budget Act is a major legislative title that established federal budget-balancing measures and spending controls as part of the broader Balanced Budget Act of 1997.
  • A. Title I of the Consolidated Appropriations Act, 2001
    Title I of the Consolidated Appropriations Act, 2001 is the portion of a U.S. federal omnibus spending law that enacted the Community Renewal Tax Relief Act of 2000, providing various tax incentives aimed at economic development and community revitalization.
  • B. Title I – Congressional Budget Process
    Title I – Congressional Budget Process is a section of U.S. federal budget law that establishes the procedures and rules by which Congress develops, adopts, and enforces the federal budget.
  • C. Title I
    Title I is the section of the Digital Millennium Copyright Act that implements anti-circumvention measures and related protections for digital rights management technologies.
  • D. Title I
    Title I is a section of the National Defense Education Act that provided federal funding to strengthen U.S. education in areas critical to national security, particularly science, mathematics, and foreign languages.
  • E. Title I
    Title I is the section of the Economic Opportunity Act of 1964 that established and authorized the federal Job Corps program to provide education, training, and employment opportunities for disadvantaged youth.
  • 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_69e11e5113208190ab58c6b595f9d1d0 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15b4ae8a08190ba6027f036ce62af completed April 29, 2026, 1:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b0c79028c8190bcefe8549a81f777 completed May 18, 2026, 12:56 p.m.
NEDg Description generation batch_6a0b0d10a50881909fb586a3c529623d completed May 18, 2026, 12:58 p.m.
NED2 Entity disambiguation (via description) batch_6a0b0db192088190bb1a44808b7ccc85 completed May 18, 2026, 1:01 p.m.
Created at: April 16, 2026, 8:48 p.m.