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.