Triple

T4421884
Position Surface form Disambiguated ID Type / Status
Subject Chapter 13 – Appropriations E95117 entity
Predicate broaderPartOf P43115 FINISHED
Object Subtitle II – The Budget Process, Title 31 U.S. Code
Subtitle II – The Budget Process of Title 31 of the U.S. Code is a section of federal law that establishes the legal framework and procedures for formulating, submitting, and enacting the United States federal budget.
E437614 NE FINISHED

How this triple was built (5 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: Subtitle II – The Budget Process, Title 31 U.S. Code | Statement: [Chapter 13 – Appropriations, broaderPartOf, Subtitle II – The Budget Process, Title 31 U.S. Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Subtitle II – The Budget Process, Title 31 U.S. Code
Context triple: [Chapter 13 – Appropriations, broaderPartOf, Subtitle II – The Budget Process, Title 31 U.S. Code]
  • A. Title III – Congressional Budget Process
    Title III – Congressional Budget Process is the section of the Congressional Budget and Impoundment Control Act of 1974 that establishes the procedures and timetable for Congress to formulate, consider, and adopt the federal budget.
  • B. Subtitle III – Financial Management
    Subtitle III – Financial Management is a portion of Title 31 of the United States Code that sets out the federal government’s core laws and procedures for managing, accounting for, and controlling public funds.
  • C. Subtitle III – Administrative Provisions
    Subtitle III – Administrative Provisions is a section of U.S. space law that sets out organizational, procedural, and administrative rules governing the implementation and oversight of national space activities.
  • D. Senate Budget Subcommittee No. 6 on Budget Process, Oversight and Program Evaluation
    The Senate Budget Subcommittee No. 6 on Budget Process, Oversight and Program Evaluation is a specialized panel of the California State Senate that focuses on reviewing and improving the state’s budget procedures, fiscal accountability, and program performance.
  • E. Subtitle IV – Money
    Subtitle IV – Money is a portion of Title 31 of the United States Code that sets out federal laws governing U.S. currency, coinage, and related monetary authorities and operations.
  • 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: Subtitle II – The Budget Process, Title 31 U.S. Code
Triple: [Chapter 13 – Appropriations, broaderPartOf, Subtitle II – The Budget Process, Title 31 U.S. Code]
Generated description
Subtitle II – The Budget Process of Title 31 of the U.S. Code is a section of federal law that establishes the legal framework and procedures for formulating, submitting, and enacting the United States federal budget.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Subtitle II – The Budget Process, Title 31 U.S. Code
Target entity description: Subtitle II – The Budget Process of Title 31 of the U.S. Code is a section of federal law that establishes the legal framework and procedures for formulating, submitting, and enacting the United States federal budget.
  • A. Title III – Congressional Budget Process
    Title III – Congressional Budget Process is the section of the Congressional Budget and Impoundment Control Act of 1974 that establishes the procedures and timetable for Congress to formulate, consider, and adopt the federal budget.
  • B. Subtitle III – Financial Management
    Subtitle III – Financial Management is a portion of Title 31 of the United States Code that sets out the federal government’s core laws and procedures for managing, accounting for, and controlling public funds.
  • C. Subtitle III – Administrative Provisions
    Subtitle III – Administrative Provisions is a section of U.S. space law that sets out organizational, procedural, and administrative rules governing the implementation and oversight of national space activities.
  • D. Senate Budget Subcommittee No. 6 on Budget Process, Oversight and Program Evaluation
    The Senate Budget Subcommittee No. 6 on Budget Process, Oversight and Program Evaluation is a specialized panel of the California State Senate that focuses on reviewing and improving the state’s budget procedures, fiscal accountability, and program performance.
  • E. Subtitle IV – Money
    Subtitle IV – Money is a portion of Title 31 of the United States Code that sets out federal laws governing U.S. currency, coinage, and related monetary authorities and operations.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: broaderPartOf
Context triple: [Chapter 13 – Appropriations, broaderPartOf, Subtitle II – The Budget Process, Title 31 U.S. Code]
  • A. hasPartIn
    Indicates that an entity participates in or plays a role within a larger event, process, or composite entity.
  • B. isNotPartOf
    Indicates that one entity does not belong to, is not contained within, and is not a component or member of another entity.
  • C. partOfType
    Indicates that one entity represents a component, segment, or subset that belongs to or is included within the type or category represented by another entity.
  • D. deJurePartOf chosen
    Indicates that one entity is legally or formally recognized as a constituent part or subdivision of another entity, according to official rules or law.
  • E. deltaPartOf
    Indicates that one entity represents a changed, differing, or modified portion of another entity, rather than the whole.
  • F. None of above.

Provenance (6 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_69b3453a36908190b95a79a297ca083c completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3554a0e7c8190b704d00d07b1857d completed March 13, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69b5f62715748190abceb14396ad637d completed March 14, 2026, 11:58 p.m.
NEDg Description generation batch_69b5f6d4bb84819081512aec6b49507b completed March 15, 2026, 12:01 a.m.
NED2 Entity disambiguation (via description) batch_69b5f7887cb08190bf498eefc3627bfa completed March 15, 2026, 12:04 a.m.
PD Predicate disambiguation batch_69b34f5eabe88190a12b244ea71e46d6 completed March 12, 2026, 11:42 p.m.
Created at: March 12, 2026, 11:30 p.m.