Triple

T2144057
Position Surface form Disambiguated ID Type / Status
Subject Kentucky state highway system E47023 entity
Predicate hasPart P35 FINISHED
Object Kentucky supplemental roads and rural secondary highways
Kentucky supplemental roads and rural secondary highways are lower-traffic state-maintained routes that primarily serve local, rural, and connector functions within Kentucky’s overall state highway system.
 E47023 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 supplemental roads and rural secondary highways | Statement: [Kentucky state highway system, hasPart, Kentucky supplemental roads and rural secondary highways]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kentucky supplemental roads and rural secondary highways
Context triple: [Kentucky state highway system, hasPart, Kentucky supplemental roads and rural secondary highways]
  • A. Kentucky state highway system
    The Kentucky state highway system is the network of numbered state-maintained roads that connect cities, towns, and rural areas throughout the Commonwealth of Kentucky.
  • B. Kentucky Route 210
    Kentucky Route 210 is a state highway in Kentucky that serves as a key connector between communities in central Kentucky, including areas within LaRue County.
  • C. Kentucky Route 79
    Kentucky Route 79 is a state highway in Kentucky that runs generally north–south, connecting several communities between the Ohio River area and central parts of the state.
  • D. Kentucky Route 313
    Kentucky Route 313 is a state highway in Kentucky that serves as a regional connector through parts of central Kentucky, including Meade County.
  • E. Kentucky Route 84
    Kentucky Route 84 is a state highway in Kentucky that runs through central parts of the state, connecting communities such as Hodgenville and serving as a regional connector route.
  • 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 supplemental roads and rural secondary highways
Triple: [Kentucky state highway system, hasPart, Kentucky supplemental roads and rural secondary highways]
Generated description
Kentucky supplemental roads and rural secondary highways are lower-traffic state-maintained routes that primarily serve local, rural, and connector functions within Kentucky’s overall state highway system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kentucky supplemental roads and rural secondary highways
Target entity description: Kentucky supplemental roads and rural secondary highways are lower-traffic state-maintained routes that primarily serve local, rural, and connector functions within Kentucky’s overall state highway system.
  • A. Kentucky state highway system chosen
    The Kentucky state highway system is the network of numbered state-maintained roads that connect cities, towns, and rural areas throughout the Commonwealth of Kentucky.
  • B. Kentucky Route 210
    Kentucky Route 210 is a state highway in Kentucky that serves as a key connector between communities in central Kentucky, including areas within LaRue County.
  • C. Kentucky Route 79
    Kentucky Route 79 is a state highway in Kentucky that runs generally north–south, connecting several communities between the Ohio River area and central parts of the state.
  • D. Kentucky Route 313
    Kentucky Route 313 is a state highway in Kentucky that serves as a regional connector through parts of central Kentucky, including Meade County.
  • E. Kentucky Route 84
    Kentucky Route 84 is a state highway in Kentucky that runs through central parts of the state, connecting communities such as Hodgenville and serving as a regional connector route.
  • 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_69a88a1933e0819094f18426ed74180f completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abbe223f848190a60bd0f15aed1021 completed March 7, 2026, 5:56 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.
Created at: March 4, 2026, 7:44 p.m.