Triple

T429423
Position Surface form Disambiguated ID Type / Status
Subject Federal Motor Carrier Safety Administration E9680 entity
Predicate operates P24 FINISHED
Object 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.
E53933 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: Motor Carrier Management Information System | Statement: [Federal Motor Carrier Safety Administration, operates, Motor Carrier Management Information System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Motor Carrier Management Information System
Context triple: [Federal Motor Carrier Safety Administration, operates, Motor Carrier Management Information System]
  • 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. MARC Train
    MARC Train is a commuter rail service operating in Maryland and the surrounding region, connecting cities such as Washington, D.C., Baltimore, and Martinsburg.
  • C. Commercial Vehicle Enforcement Section
    The Commercial Vehicle Enforcement Section is a specialized unit of the Massachusetts State Police responsible for regulating and enforcing laws related to commercial motor vehicles and trucking safety.
  • D. Clean Trucks Program
    The Clean Trucks Program is an environmental initiative at the Port of Long Beach that aims to reduce air pollution and greenhouse gas emissions by requiring cleaner, lower-emission trucks for port operations.
  • E. CSX A-Line
    The CSX A-Line is a major north–south freight and passenger rail corridor in the southeastern United States, running primarily through Florida and used by Amtrak’s Silver Meteor service.
  • 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: Motor Carrier Management Information System
Triple: [Federal Motor Carrier Safety Administration, operates, Motor Carrier Management Information System]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Motor Carrier Management Information System
Target entity description: 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.
  • 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. MARC Train
    MARC Train is a commuter rail service operating in Maryland and the surrounding region, connecting cities such as Washington, D.C., Baltimore, and Martinsburg.
  • C. Commercial Vehicle Enforcement Section
    The Commercial Vehicle Enforcement Section is a specialized unit of the Massachusetts State Police responsible for regulating and enforcing laws related to commercial motor vehicles and trucking safety.
  • D. Clean Trucks Program
    The Clean Trucks Program is an environmental initiative at the Port of Long Beach that aims to reduce air pollution and greenhouse gas emissions by requiring cleaner, lower-emission trucks for port operations.
  • E. CSX A-Line
    The CSX A-Line is a major north–south freight and passenger rail corridor in the southeastern United States, running primarily through Florida and used by Amtrak’s Silver Meteor service.
  • 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_69a42f67dc3881908d4b1c2f1fbc2aaa completed March 1, 2026, 12:22 p.m.
NEDg Description generation batch_69a42fdc1edc81908a8c0b82482a9af2 completed March 1, 2026, 12:23 p.m.
NED2 Entity disambiguation (via description) batch_69a4304138bc81909e524ff2567b82b3 completed March 1, 2026, 12:25 p.m.
Created at: Feb. 28, 2026, 1:11 p.m.