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.