Triple

T18271038
Position Surface form Disambiguated ID Type / Status
Subject Subtitle II – The Budget Process, Title 31 U.S. Code E437614 entity
Predicate hasTitle P38 FINISHED
Object The Budget Process
The Budget Process is the section of U.S. federal law that sets out the procedures, roles, and rules governing how the federal budget is planned, proposed, reviewed, and enacted.
E1315095 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: The Budget Process | Statement: [Subtitle II – The Budget Process, Title 31 U.S. Code, hasTitle, The Budget Process]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Budget Process
Context triple: [Subtitle II – The Budget Process, Title 31 U.S. Code, hasTitle, The Budget Process]
  • A. Rules on budgetary procedures
    The Rules on budgetary procedures are a section of the European Parliament’s Rules of Procedure that set out how the Parliament participates in drafting, negotiating, and approving the European Union’s budget.
  • B. One Budgetary Framework
    One Budgetary Framework is a core component of the UN “Delivering as One” approach that consolidates and aligns all UN funding in a country into a single, coherent budget to improve coordination, transparency, and effectiveness of development assistance.
  • C. Gramm–Latta Budget
    The Gramm–Latta Budget was a landmark 1981 U.S. federal budget package that implemented President Ronald Reagan’s early economic agenda, featuring major tax cuts and reductions in domestic spending.
  • D. Path to Prosperity budget proposals
    The Path to Prosperity budget proposals were a series of conservative fiscal blueprints authored by U.S. Congressman Paul Ryan that advocated major spending cuts, tax reforms, and changes to entitlement programs to reduce federal deficits.
  • E. United States federal budget
    The United States federal budget is the annual financial plan of the U.S. government that outlines projected revenues and authorized spending across federal agencies and programs.
  • 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: The Budget Process
Triple: [Subtitle II – The Budget Process, Title 31 U.S. Code, hasTitle, The Budget Process]
Generated description
The Budget Process is the section of U.S. federal law that sets out the procedures, roles, and rules governing how the federal budget is planned, proposed, reviewed, and enacted.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Budget Process
Target entity description: The Budget Process is the section of U.S. federal law that sets out the procedures, roles, and rules governing how the federal budget is planned, proposed, reviewed, and enacted.
  • A. Rules on budgetary procedures
    The Rules on budgetary procedures are a section of the European Parliament’s Rules of Procedure that set out how the Parliament participates in drafting, negotiating, and approving the European Union’s budget.
  • B. One Budgetary Framework
    One Budgetary Framework is a core component of the UN “Delivering as One” approach that consolidates and aligns all UN funding in a country into a single, coherent budget to improve coordination, transparency, and effectiveness of development assistance.
  • C. Gramm–Latta Budget
    The Gramm–Latta Budget was a landmark 1981 U.S. federal budget package that implemented President Ronald Reagan’s early economic agenda, featuring major tax cuts and reductions in domestic spending.
  • D. Path to Prosperity budget proposals
    The Path to Prosperity budget proposals were a series of conservative fiscal blueprints authored by U.S. Congressman Paul Ryan that advocated major spending cuts, tax reforms, and changes to entitlement programs to reduce federal deficits.
  • E. United States federal budget
    The United States federal budget is the annual financial plan of the U.S. government that outlines projected revenues and authorized spending across federal agencies and programs.
  • 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_69d8b913351c8190932b6a426de04b41 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4ff7e00548190a28916a696831336 completed April 19, 2026, 4:14 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03b3fa5e4481908cf404f23b48b64d completed May 12, 2026, 11:12 p.m.
NEDg Description generation batch_6a03b4bb6ae48190a68c2a3314f0d3ba completed May 12, 2026, 11:16 p.m.
NED2 Entity disambiguation (via description) batch_6a03b56958a0819088613a9726c71819 completed May 12, 2026, 11:19 p.m.
Created at: April 10, 2026, 10:34 a.m.