Triple

T2144087
Position Surface form Disambiguated ID Type / Status
Subject Kentucky state highway system E47023 entity
Predicate includesNumberingRange P36590 FINISHED
Object Kentucky Routes 1000 and above
Kentucky Routes 1000 and above are a series of secondary state highways in Kentucky that serve local and regional transportation needs across various parts of the state.
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 Routes 1000 and above | Statement: [Kentucky state highway system, includesNumberingRange, Kentucky Routes 1000 and above]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kentucky Routes 1000 and above
Context triple: [Kentucky state highway system, includesNumberingRange, Kentucky Routes 1000 and above]
  • 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 144
    Kentucky Route 144 is a state highway in Kentucky that serves as a regional connector through communities such as Vine Grove.
  • 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 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.
  • 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 Routes 1000 and above
Triple: [Kentucky state highway system, includesNumberingRange, Kentucky Routes 1000 and above]
Generated description
Kentucky Routes 1000 and above are a series of secondary state highways in Kentucky that serve local and regional transportation needs across various parts of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kentucky Routes 1000 and above
Target entity description: Kentucky Routes 1000 and above are a series of secondary state highways in Kentucky that serve local and regional transportation needs across various parts of the state.
  • 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 144
    Kentucky Route 144 is a state highway in Kentucky that serves as a regional connector through communities such as Vine Grove.
  • 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 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.
  • 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_69abc5af20808190902031d8c0bba376 completed March 7, 2026, 6:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae5d92391c8190a11f96796507a8d3 completed March 9, 2026, 5:41 a.m.
NEDg Description generation batch_69ae5e5f023081909cd046b5850f8026 completed March 9, 2026, 5:45 a.m.
NED2 Entity disambiguation (via description) batch_69ae5ef99018819083a778378ea493e8 completed March 9, 2026, 5:47 a.m.
Created at: March 4, 2026, 7:44 p.m.