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.