Triple

T429419
Position Surface form Disambiguated ID Type / Status
Subject Federal Motor Carrier Safety Administration E9680 entity
Predicate operates P24 FINISHED
Object 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.
E53930 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: Compliance, Safety, Accountability program | Statement: [Federal Motor Carrier Safety Administration, operates, Compliance, Safety, Accountability program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Compliance, Safety, Accountability program
Context triple: [Federal Motor Carrier Safety Administration, operates, Compliance, Safety, Accountability program]
  • A. New Car Assessment Program
    The New Car Assessment Program is a U.S. government vehicle safety rating system that evaluates and publicizes crash-test performance to help consumers compare the safety of new cars.
  • B. Positive Train Control
    Positive Train Control is an advanced, federally mandated train safety technology designed to automatically prevent collisions, overspeed derailments, and other dangerous train movements.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: Compliance, Safety, Accountability program
Triple: [Federal Motor Carrier Safety Administration, operates, Compliance, Safety, Accountability program]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Compliance, Safety, Accountability program
Target entity description: 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.
  • A. New Car Assessment Program
    The New Car Assessment Program is a U.S. government vehicle safety rating system that evaluates and publicizes crash-test performance to help consumers compare the safety of new cars.
  • B. Positive Train Control
    Positive Train Control is an advanced, federally mandated train safety technology designed to automatically prevent collisions, overspeed derailments, and other dangerous train movements.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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.