Triple

T429437
Position Surface form Disambiguated ID Type / Status
Subject Federal Motor Carrier Safety Administration E9680 entity
Predicate oversees P46 FINISHED
Object new entrant safety assurance program
The new entrant safety assurance program is a U.S. federal initiative that evaluates and monitors newly registered motor carriers to ensure they meet required safety standards before granting them permanent operating authority.
E53935 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: new entrant safety assurance program | Statement: [Federal Motor Carrier Safety Administration, oversees, new entrant safety assurance program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: new entrant safety assurance program
Context triple: [Federal Motor Carrier Safety Administration, oversees, new entrant safety assurance 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. 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.
  • C. Prevention of Significant Deterioration program
    The Prevention of Significant Deterioration program is a U.S. air quality permitting system that limits emissions from new or modified major pollution sources in areas that already meet national air quality standards.
  • D. Basel Program
    The Basel Program was the foundational political platform adopted at the First Zionist Congress in 1897, outlining the movement’s goal of establishing a Jewish homeland in Palestine.
  • E. 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.
  • 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: new entrant safety assurance program
Triple: [Federal Motor Carrier Safety Administration, oversees, new entrant safety assurance program]
Generated description
The new entrant safety assurance program is a U.S. federal initiative that evaluates and monitors newly registered motor carriers to ensure they meet required safety standards before granting them permanent operating authority.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: new entrant safety assurance program
Target entity description: The new entrant safety assurance program is a U.S. federal initiative that evaluates and monitors newly registered motor carriers to ensure they meet required safety standards before granting them permanent operating authority.
  • 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. 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.
  • C. Prevention of Significant Deterioration program
    The Prevention of Significant Deterioration program is a U.S. air quality permitting system that limits emissions from new or modified major pollution sources in areas that already meet national air quality standards.
  • D. Basel Program
    The Basel Program was the foundational political platform adopted at the First Zionist Congress in 1897, outlining the movement’s goal of establishing a Jewish homeland in Palestine.
  • E. 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.
  • 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.