Triple
T2251117
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Title 49 of the United States Code |
E49617
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Subtitle VI—Motor Vehicle and Driver Programs
Subtitle VI—Motor Vehicle and Driver Programs is a section of Title 49 of the United States Code that establishes federal laws and regulations governing motor vehicles, driver licensing, and related safety and administrative programs in the United States.
|
E246643
|
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: Subtitle VI—Motor Vehicle and Driver Programs | Statement: [Title 49 of the United States Code, hasPart, Subtitle VI—Motor Vehicle and Driver Programs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Subtitle VI—Motor Vehicle and Driver Programs Context triple: [Title 49 of the United States Code, hasPart, Subtitle VI—Motor Vehicle and Driver Programs]
-
A.
Motor Carrier Safety Assistance Program
The Motor Carrier Safety Assistance Program is a federal grant program that supports state and local efforts to enforce commercial motor vehicle safety regulations and reduce large truck and bus crashes.
-
B.
Motor Carrier Safety Improvement Act of 1999
The Motor Carrier Safety Improvement Act of 1999 is a U.S. federal law enacted to enhance commercial motor vehicle safety and oversight, including by creating a dedicated federal agency to regulate the trucking and bus industries.
-
C.
Title VII – Vehicles and Fuels
Title VII – Vehicles and Fuels is a section of the Energy Policy Act of 2005 that establishes policies and programs to promote cleaner vehicles, alternative fuels, and reduced transportation-related emissions in the United States.
-
D.
Compliance, Safety, Accountability program
The Compliance, Safety, Accountability program is a U.S. federal safety initiative that uses carrier performance data to identify and intervene with high-risk commercial motor carriers to reduce crashes, injuries, and fatalities on the road.
-
E.
Motor Carrier Act of 1980
The Motor Carrier Act of 1980 is a U.S. federal law that significantly deregulated the trucking industry, promoting increased competition and reducing federal control over motor carriers.
- 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 VI—Motor Vehicle and Driver Programs Triple: [Title 49 of the United States Code, hasPart, Subtitle VI—Motor Vehicle and Driver Programs]
Generated description
Subtitle VI—Motor Vehicle and Driver Programs is a section of Title 49 of the United States Code that establishes federal laws and regulations governing motor vehicles, driver licensing, and related safety and administrative programs in the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Subtitle VI—Motor Vehicle and Driver Programs Target entity description: Subtitle VI—Motor Vehicle and Driver Programs is a section of Title 49 of the United States Code that establishes federal laws and regulations governing motor vehicles, driver licensing, and related safety and administrative programs in the United States.
-
A.
Motor Carrier Safety Assistance Program
The Motor Carrier Safety Assistance Program is a federal grant program that supports state and local efforts to enforce commercial motor vehicle safety regulations and reduce large truck and bus crashes.
-
B.
Motor Carrier Safety Improvement Act of 1999
The Motor Carrier Safety Improvement Act of 1999 is a U.S. federal law enacted to enhance commercial motor vehicle safety and oversight, including by creating a dedicated federal agency to regulate the trucking and bus industries.
-
C.
Title VII – Vehicles and Fuels
Title VII – Vehicles and Fuels is a section of the Energy Policy Act of 2005 that establishes policies and programs to promote cleaner vehicles, alternative fuels, and reduced transportation-related emissions in the United States.
-
D.
Compliance, Safety, Accountability program
The Compliance, Safety, Accountability program is a U.S. federal safety initiative that uses carrier performance data to identify and intervene with high-risk commercial motor carriers to reduce crashes, injuries, and fatalities on the road.
-
E.
Motor Carrier Act of 1980
The Motor Carrier Act of 1980 is a U.S. federal law that significantly deregulated the trucking industry, promoting increased competition and reducing federal control over motor carriers.
- 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_69a88aaa9250819095e127d0d77e8a32 |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc11d04688190abc04fac3a1804a9 |
completed | March 7, 2026, 6:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6b1bc424819087b2ce9a6256a180 |
completed | March 9, 2026, 6:39 a.m. |
| NEDg | Description generation | batch_69ae6be0d108819085cf8c531d08db65 |
completed | March 9, 2026, 6:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae6c0fc220819090b254cc20b1bc26 |
completed | March 9, 2026, 6:43 a.m. |
Created at: March 4, 2026, 7:47 p.m.