Triple
T429420
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federal Motor Carrier Safety Administration |
E9680
|
entity |
| Predicate | operates |
P24
|
FINISHED |
| Object |
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.
|
E54428
|
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: FMCSA Portal | Statement: [Federal Motor Carrier Safety Administration, operates, FMCSA Portal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: FMCSA Portal Context triple: [Federal Motor Carrier Safety Administration, operates, FMCSA Portal]
-
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 Management Information System
The Motor Carrier Management Information System is a federal database used to collect, manage, and analyze safety and compliance information on commercial motor carriers operating in the United States.
-
C.
National Highway Traffic Safety Administration
The National Highway Traffic Safety Administration is a U.S. federal agency responsible for improving road safety by setting and enforcing vehicle performance standards, investigating defects, and promoting traffic safety initiatives.
-
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.
United States Department of Transportation
The United States Department of Transportation is a federal executive department responsible for national transportation policy, safety regulation, and infrastructure across modes such as highways, aviation, rail, and transit.
- 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: FMCSA Portal Triple: [Federal Motor Carrier Safety Administration, operates, FMCSA Portal]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: FMCSA Portal Target entity description: 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.
-
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 Management Information System
The Motor Carrier Management Information System is a federal database used to collect, manage, and analyze safety and compliance information on commercial motor carriers operating in the United States.
-
C.
National Highway Traffic Safety Administration
The National Highway Traffic Safety Administration is a U.S. federal agency responsible for improving road safety by setting and enforcing vehicle performance standards, investigating defects, and promoting traffic safety initiatives.
-
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.
United States Department of Transportation
The United States Department of Transportation is a federal executive department responsible for national transportation policy, safety regulation, and infrastructure across modes such as highways, aviation, rail, and transit.
- 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_69a2e801e1d48190b505d1dd336b52ac |
completed | Feb. 28, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69a2eeedf68c81908473d6c6600961bd |
completed | Feb. 28, 2026, 1:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a431e1d6348190875a434414029e7d |
completed | March 1, 2026, 12:32 p.m. |
| NEDg | Description generation | batch_69a432792adc8190b76730f1a5d605c4 |
completed | March 1, 2026, 12:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a432add17c8190ad9117348cfaa348 |
completed | March 1, 2026, 12:35 p.m. |
Created at: Feb. 28, 2026, 1:11 p.m.