Triple

T2130647
Position Surface form Disambiguated ID Type / Status
Subject Kentucky Transportation Cabinet E46530 entity
Predicate oversees P46 FINISHED
Object Kentucky Department of Highways
The Kentucky Department of Highways is the state agency responsible for planning, building, and maintaining Kentucky’s highway and bridge infrastructure.
 E46530 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: Kentucky Department of Highways | Statement: [Kentucky Transportation Cabinet, oversees, Kentucky Department of Highways]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kentucky Department of Highways
Context triple: [Kentucky Transportation Cabinet, oversees, Kentucky Department of Highways]
  • A. Kentucky Transportation Cabinet
    The Kentucky Transportation Cabinet is the state government agency responsible for planning, building, and maintaining Kentucky’s highway and transportation infrastructure.
  • B. West Virginia Division of Highways
    The West Virginia Division of Highways is the state government agency responsible for planning, building, and maintaining West Virginia’s public roadways and related transportation infrastructure.
  • C. Tennessee Department of Transportation
    The Tennessee Department of Transportation is the state agency responsible for planning, building, and maintaining Tennessee’s highway and transportation infrastructure.
  • D. Arkansas Department of Transportation
    The Arkansas Department of Transportation is the state government agency responsible for planning, building, and maintaining Arkansas’s highway and transportation infrastructure.
  • E. Kansas Department of Transportation
    The Kansas Department of Transportation is the state government agency responsible for planning, constructing, and maintaining Kansas’s highway and transportation infrastructure.
  • 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 Department of Highways
Triple: [Kentucky Transportation Cabinet, oversees, Kentucky Department of Highways]
Generated description
The Kentucky Department of Highways is the state agency responsible for planning, building, and maintaining Kentucky’s highway and bridge infrastructure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kentucky Department of Highways
Target entity description: The Kentucky Department of Highways is the state agency responsible for planning, building, and maintaining Kentucky’s highway and bridge infrastructure.
  • A. Kentucky Transportation Cabinet chosen
    The Kentucky Transportation Cabinet is the state government agency responsible for planning, building, and maintaining Kentucky’s highway and transportation infrastructure.
  • B. West Virginia Division of Highways
    The West Virginia Division of Highways is the state government agency responsible for planning, building, and maintaining West Virginia’s public roadways and related transportation infrastructure.
  • C. Tennessee Department of Transportation
    The Tennessee Department of Transportation is the state agency responsible for planning, building, and maintaining Tennessee’s highway and transportation infrastructure.
  • D. Arkansas Department of Transportation
    The Arkansas Department of Transportation is the state government agency responsible for planning, building, and maintaining Arkansas’s highway and transportation infrastructure.
  • E. Kansas Department of Transportation
    The Kansas Department of Transportation is the state government agency responsible for planning, constructing, and maintaining Kansas’s highway and transportation infrastructure.
  • F. None of above.

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_69a88a1626548190ae59a5028c3baa8e completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abbb79f21881909ad8d1a09c1f29fd completed March 7, 2026, 5:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae51a5d95881909b4b77c14f565e21 completed March 9, 2026, 4:50 a.m.
NEDg Description generation batch_69ae523cdebc819088b94e67b5311527 completed March 9, 2026, 4:53 a.m.
NED2 Entity disambiguation (via description) batch_69ae52c56c5c8190bbdd2af3dde63374 completed March 9, 2026, 4:55 a.m.
Created at: March 4, 2026, 7:44 p.m.