Triple
T13867198
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Public Law 106-554 |
E333354
|
entity |
| Predicate | containsAct |
P79729
|
FINISHED |
| Object |
Transportation and Related Agencies Appropriations Act, 2001
The Transportation and Related Agencies Appropriations Act, 2001 is a U.S. federal law that provided annual funding for the Department of Transportation and related agencies for fiscal year 2001.
|
E1066661
|
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: Transportation and Related Agencies Appropriations Act, 2001 | Statement: [Public Law 106-554, containsAct, Transportation and Related Agencies Appropriations Act, 2001]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transportation and Related Agencies Appropriations Act, 2001 Context triple: [Public Law 106-554, containsAct, Transportation and Related Agencies Appropriations Act, 2001]
-
A.
Treasury and General Government Appropriations Act, 2001
The Treasury and General Government Appropriations Act, 2001 is a U.S. federal appropriations law that funded the Department of the Treasury and related agencies for fiscal year 2001 and served as the legislative vehicle for provisions such as the Information Quality Act.
-
B.
Omnibus Consolidated Appropriations Act of 1997
The Omnibus Consolidated Appropriations Act of 1997 was a comprehensive U.S. federal spending bill that bundled multiple appropriations and policy measures, including major immigration reforms, into a single piece of legislation.
-
C.
Intermodal Surface Transportation Efficiency Act of 1991
The Intermodal Surface Transportation Efficiency Act of 1991 is a landmark U.S. federal law that reoriented national transportation policy toward integrated, multimodal planning and investment, emphasizing flexibility, environmental considerations, and state and local decision-making.
-
D.
Transportation Equity Act for the 21st Century
The Transportation Equity Act for the 21st Century is a major U.S. federal transportation law enacted in 1998 that authorized surface transportation programs, emphasized equity and environmental considerations, and expanded data and planning requirements for transportation agencies.
-
E.
Fixing America’s Surface Transportation Act
The Fixing America’s Surface Transportation (FAST) Act is a U.S. federal law enacted in 2015 that authorizes long-term funding and policy for the nation’s surface transportation infrastructure, including highways, transit, and safety 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: Transportation and Related Agencies Appropriations Act, 2001 Triple: [Public Law 106-554, containsAct, Transportation and Related Agencies Appropriations Act, 2001]
Generated description
The Transportation and Related Agencies Appropriations Act, 2001 is a U.S. federal law that provided annual funding for the Department of Transportation and related agencies for fiscal year 2001.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Transportation and Related Agencies Appropriations Act, 2001 Target entity description: The Transportation and Related Agencies Appropriations Act, 2001 is a U.S. federal law that provided annual funding for the Department of Transportation and related agencies for fiscal year 2001.
-
A.
Treasury and General Government Appropriations Act, 2001
The Treasury and General Government Appropriations Act, 2001 is a U.S. federal appropriations law that funded the Department of the Treasury and related agencies for fiscal year 2001 and served as the legislative vehicle for provisions such as the Information Quality Act.
-
B.
Omnibus Consolidated Appropriations Act of 1997
The Omnibus Consolidated Appropriations Act of 1997 was a comprehensive U.S. federal spending bill that bundled multiple appropriations and policy measures, including major immigration reforms, into a single piece of legislation.
-
C.
Intermodal Surface Transportation Efficiency Act of 1991
The Intermodal Surface Transportation Efficiency Act of 1991 is a landmark U.S. federal law that reoriented national transportation policy toward integrated, multimodal planning and investment, emphasizing flexibility, environmental considerations, and state and local decision-making.
-
D.
Transportation Equity Act for the 21st Century
The Transportation Equity Act for the 21st Century is a major U.S. federal transportation law enacted in 1998 that authorized surface transportation programs, emphasized equity and environmental considerations, and expanded data and planning requirements for transportation agencies.
-
E.
Fixing America’s Surface Transportation Act
The Fixing America’s Surface Transportation (FAST) Act is a U.S. federal law enacted in 2015 that authorizes long-term funding and policy for the nation’s surface transportation infrastructure, including highways, transit, and safety 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_69d81c5ced9c8190b0e9bcc6effe5959 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2aa428ac819084e7c4b244d15f20 |
completed | April 14, 2026, 11:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7c1039128819086cfe9f966b9f142 |
completed | May 3, 2026, 9:41 p.m. |
| NEDg | Description generation | batch_69f7c1e7efd88190ac07472647da69e7 |
completed | May 3, 2026, 9:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7c33c2f34819084502d5f03f09ddd |
completed | May 3, 2026, 9:50 p.m. |
Created at: April 9, 2026, 10:14 p.m.