Triple

T2144097
Position Surface form Disambiguated ID Type / Status
Subject Kentucky state highway system E47023 entity
Predicate trafficRegulatedBy P7767 FINISHED
Object Kentucky State Police
The Kentucky State Police is the statewide law enforcement agency responsible for public safety, criminal investigations, and highway patrol across the Commonwealth of Kentucky.
E236925 NE FINISHED

How this triple was built (5 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: Kentucky State Police | Statement: [Kentucky state highway system, trafficRegulatedBy, Kentucky State Police]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kentucky State Police
Context triple: [Kentucky state highway system, trafficRegulatedBy, Kentucky State Police]
  • A. Indiana State Police
    The Indiana State Police is the statewide law enforcement agency responsible for highway patrol, criminal investigations, and public safety services across the state of Indiana.
  • B. Missouri State Highway Patrol
    The Missouri State Highway Patrol is a statewide law enforcement agency responsible for traffic safety, criminal investigations, and public safety services across the state of Missouri.
  • C. Kentucky Transportation Cabinet
    The Kentucky Transportation Cabinet is the state government agency responsible for planning, building, and maintaining Kentucky’s highway and transportation infrastructure.
  • D. Virginia State Police
    The Virginia State Police is the statewide law enforcement agency for the Commonwealth of Virginia, responsible for highway patrol, criminal investigations, and supporting local police departments.
  • E. Maryland State Police
    The Maryland State Police is the statewide law enforcement agency responsible for highway patrol, criminal investigations, and public safety across the state of Maryland.
  • 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: Kentucky State Police
Triple: [Kentucky state highway system, trafficRegulatedBy, Kentucky State Police]
Generated description
The Kentucky State Police is the statewide law enforcement agency responsible for public safety, criminal investigations, and highway patrol across the Commonwealth of Kentucky.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kentucky State Police
Target entity description: The Kentucky State Police is the statewide law enforcement agency responsible for public safety, criminal investigations, and highway patrol across the Commonwealth of Kentucky.
  • A. Indiana State Police
    The Indiana State Police is the statewide law enforcement agency responsible for highway patrol, criminal investigations, and public safety services across the state of Indiana.
  • B. Missouri State Highway Patrol
    The Missouri State Highway Patrol is a statewide law enforcement agency responsible for traffic safety, criminal investigations, and public safety services across the state of Missouri.
  • C. Kentucky Transportation Cabinet
    The Kentucky Transportation Cabinet is the state government agency responsible for planning, building, and maintaining Kentucky’s highway and transportation infrastructure.
  • D. Virginia State Police
    The Virginia State Police is the statewide law enforcement agency for the Commonwealth of Virginia, responsible for highway patrol, criminal investigations, and supporting local police departments.
  • E. Maryland State Police
    The Maryland State Police is the statewide law enforcement agency responsible for highway patrol, criminal investigations, and public safety across the state of Maryland.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: trafficRegulatedBy
Context triple: [Kentucky state highway system, trafficRegulatedBy, Kentucky State Police]
  • A. roadTrafficRuleJurisdiction chosen
    Indicates the jurisdiction or authority under whose road traffic rules a given situation, entity, or action is governed.
  • B. trafficRestriction
    Indicates a limitation or prohibition on the movement or flow of traffic between entities, such as vehicles, routes, or areas.
  • C. regulatesTrafficBetween
    Indicates that one entity controls, manages, or directs the flow of traffic occurring between two other entities or locations.
  • D. hasTrafficControl
    Indicates that some form of traffic management or regulation mechanism is present or applied to a given route, intersection, or transportation element.
  • E. roadTraffic
    Indicates the presence, flow, or conditions of vehicles and movement along roads or streets.
  • F. None of above.

Provenance (6 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_69a88a1933e0819094f18426ed74180f completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abbeaa14bc81908486683decd7ae42 completed March 7, 2026, 5:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae51b8152c81908c66d389bf14dc7e completed March 9, 2026, 4:51 a.m.
NEDg Description generation batch_69ae522f0394819087a7e7d9c6ca354c completed March 9, 2026, 4:53 a.m.
NED2 Entity disambiguation (via description) batch_69ae5316acf881908dde9d83c36c8fd0 completed March 9, 2026, 4:56 a.m.
PD Predicate disambiguation batch_69abbd9846e88190b6c2941dd9ce7749 completed March 7, 2026, 5:54 a.m.
Created at: March 4, 2026, 7:44 p.m.