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.