Triple
T2456339
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Motor Carrier Safety Assistance Program |
E54429
|
entity |
| Predicate | regulatoryFramework |
P1051
|
FINISHED |
| Object |
Federal Motor Carrier Safety Regulations
The Federal Motor Carrier Safety Regulations are a comprehensive set of U.S. federal rules governing the safety, operation, and maintenance of commercial motor vehicles and their drivers in interstate commerce.
|
E268779
|
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: Federal Motor Carrier Safety Regulations | Statement: [Motor Carrier Safety Assistance Program, regulatoryFramework, Federal Motor Carrier Safety Regulations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Federal Motor Carrier Safety Regulations Context triple: [Motor Carrier Safety Assistance Program, regulatoryFramework, Federal Motor Carrier Safety Regulations]
-
A.
Federal Motor Carrier Safety Administration
The Federal Motor Carrier Safety Administration is a U.S. government agency responsible for regulating and improving the safety of commercial motor vehicles, including trucks and buses, on the nation’s highways.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
FMCSA Portal
The FMCSA Portal is an online gateway that motor carriers, brokers, and other regulated entities use to access Federal Motor Carrier Safety Administration systems, safety data, and compliance tools.
- 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: Federal Motor Carrier Safety Regulations Triple: [Motor Carrier Safety Assistance Program, regulatoryFramework, Federal Motor Carrier Safety Regulations]
Generated description
The Federal Motor Carrier Safety Regulations are a comprehensive set of U.S. federal rules governing the safety, operation, and maintenance of commercial motor vehicles and their drivers in interstate commerce.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Federal Motor Carrier Safety Regulations Target entity description: The Federal Motor Carrier Safety Regulations are a comprehensive set of U.S. federal rules governing the safety, operation, and maintenance of commercial motor vehicles and their drivers in interstate commerce.
-
A.
Federal Motor Carrier Safety Administration
The Federal Motor Carrier Safety Administration is a U.S. government agency responsible for regulating and improving the safety of commercial motor vehicles, including trucks and buses, on the nation’s highways.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
FMCSA Portal
The FMCSA Portal is an online gateway that motor carriers, brokers, and other regulated entities use to access Federal Motor Carrier Safety Administration systems, safety data, and compliance tools.
- 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_69ab49dee84c819096b50a0049c347ac |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd106f4608190ae17ddbd24fad97e |
completed | March 7, 2026, 7:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aef0ca655c81908612983ced5f5786 |
completed | March 9, 2026, 4:09 p.m. |
| NEDg | Description generation | batch_69aef50bc7ac8190add8ee63c5621dc1 |
completed | March 9, 2026, 4:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aef6342d5481908abf683f8e3f80ae |
completed | March 9, 2026, 4:32 p.m. |
Created at: March 6, 2026, 9:44 p.m.