Triple

T5216338
Position Surface form Disambiguated ID Type / Status
Subject Missouri Department of Transportation E117760 entity
Predicate hasDivision P35 FINISHED
Object Motor carrier services division
The Motor Carrier Services Division is a unit of the Missouri Department of Transportation responsible for regulating and supporting commercial motor carriers, including permitting, safety compliance, and enforcement activities.
E503972 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 services division | Statement: [Missouri Department of Transportation, hasDivision, Motor carrier services division]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Motor carrier services division
Context triple: [Missouri Department of Transportation, hasDivision, Motor carrier services division]
  • A. 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.
  • B. Motor Carrier Safety Assistance Program
    The Motor Carrier Safety Assistance Program is a federal grant program that supports state and local efforts to enforce commercial motor vehicle safety regulations and reduce large truck and bus crashes.
  • C. Freight Operating Companies
    Freight Operating Companies are rail businesses that provide commercial freight transport services, typically running cargo trains and logistics operations on national rail networks.
  • D. Integrated Freight & Logistics
    Integrated Freight & Logistics is a sector focused on the coordinated transportation, handling, and distribution of goods across multiple modes and networks to optimize supply chain efficiency.
  • E. Transport Asset Holding Entity
    Transport Asset Holding Entity is a New South Wales Government-owned statutory corporation that owns and manages transport-related assets such as rail infrastructure and property across the state.
  • 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 services division
Triple: [Missouri Department of Transportation, hasDivision, Motor carrier services division]
Generated description
The Motor Carrier Services Division is a unit of the Missouri Department of Transportation responsible for regulating and supporting commercial motor carriers, including permitting, safety compliance, and enforcement activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Motor carrier services division
Target entity description: The Motor Carrier Services Division is a unit of the Missouri Department of Transportation responsible for regulating and supporting commercial motor carriers, including permitting, safety compliance, and enforcement activities.
  • A. 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.
  • B. Motor Carrier Safety Assistance Program
    The Motor Carrier Safety Assistance Program is a federal grant program that supports state and local efforts to enforce commercial motor vehicle safety regulations and reduce large truck and bus crashes.
  • C. Freight Operating Companies
    Freight Operating Companies are rail businesses that provide commercial freight transport services, typically running cargo trains and logistics operations on national rail networks.
  • D. Integrated Freight & Logistics
    Integrated Freight & Logistics is a sector focused on the coordinated transportation, handling, and distribution of goods across multiple modes and networks to optimize supply chain efficiency.
  • E. Transport Asset Holding Entity
    Transport Asset Holding Entity is a New South Wales Government-owned statutory corporation that owns and manages transport-related assets such as rail infrastructure and property across the state.
  • 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_69bd4464ba3c8190bc16b2ebbe42ddb0 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7a93fcc08190a1d2d025b4365d5a completed March 20, 2026, 4:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69beefe788f88190a2ac0673daafaab2 completed March 21, 2026, 7:22 p.m.
NEDg Description generation batch_69bef28b79588190a2f38f208c9e93de completed March 21, 2026, 7:33 p.m.
NED2 Entity disambiguation (via description) batch_69bef2e568ec8190b14d686508850b7c completed March 21, 2026, 7:35 p.m.
Created at: March 20, 2026, 1:48 p.m.