Triple

T10619706
Position Surface form Disambiguated ID Type / Status
Subject Liberty, Kentucky E250164 entity
Predicate roadJunctionOf P6234 FINISHED
Object Kentucky Route 49
Kentucky Route 49 is a state highway in Kentucky that connects several small communities in the central part of the state, serving as a regional route for local travel and access.
 E885144 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 Route 49 | Statement: [Liberty, Kentucky, roadJunctionOf, Kentucky Route 49]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kentucky Route 49
Context triple: [Liberty, Kentucky, roadJunctionOf, Kentucky Route 49]
  • A. Kentucky Route 39
    Kentucky Route 39 is a state highway in Kentucky that connects the city of Nicholasville with other communities in the region.
  • B. Kentucky Route 44
    Kentucky Route 44 is a significant east–west state highway in Kentucky that connects several communities, including those in Bullitt County, and serves as an important regional transportation corridor.
  • C. Kentucky Route 29
    Kentucky Route 29 is a state highway in Kentucky that serves as a primary connector through Nicholasville and surrounding areas.
  • D. Kentucky Route 55
    Kentucky Route 55 is a state highway in Kentucky that runs north–south through several counties, serving as a key regional connector for local communities and commerce.
  • 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 Route 49
Triple: [Liberty, Kentucky, roadJunctionOf, Kentucky Route 49]
Generated description
Kentucky Route 49 is a state highway in Kentucky that connects several small communities in the central part of the state, serving as a regional route for local travel and access.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kentucky Route 49
Target entity description: Kentucky Route 49 is a state highway in Kentucky that connects several small communities in the central part of the state, serving as a regional route for local travel and access.
  • A. Kentucky Route 39
    Kentucky Route 39 is a state highway in Kentucky that connects the city of Nicholasville with other communities in the region.
  • B. Kentucky Route 44
    Kentucky Route 44 is a significant east–west state highway in Kentucky that connects several communities, including those in Bullitt County, and serves as an important regional transportation corridor.
  • C. Kentucky Route 29
    Kentucky Route 29 is a state highway in Kentucky that serves as a primary connector through Nicholasville and surrounding areas.
  • D. Kentucky Route 55
    Kentucky Route 55 is a state highway in Kentucky that runs north–south through several counties, serving as a key regional connector for local communities and commerce.
  • 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

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_69d6aa5993448190a493b790b8f85010 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6df6fc47c8190b77b61a7fd223d65 completed April 8, 2026, 11:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69de552d2d548190b6ade494ef2cbe7e completed April 14, 2026, 2:54 p.m.
NEDg Description generation batch_69de5952f6c48190abd3b87372d54f58 completed April 14, 2026, 3:12 p.m.
NED2 Entity disambiguation (via description) batch_69de5ed49c9c8190a4085407f88d7a05 completed April 14, 2026, 3:35 p.m.
Created at: April 8, 2026, 8:42 p.m.