Triple

T9238944
Position Surface form Disambiguated ID Type / Status
Subject Muldraugh, Kentucky E222006 entity
Predicate transportationRoute P11026 FINISHED
Object Kentucky Route 1638
Kentucky Route 1638 is a state highway in Kentucky that serves as a local connector route in and around the city of Muldraugh.
 E790985 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 1638 | Statement: [Muldraugh, Kentucky, transportationRoute, Kentucky Route 1638]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kentucky Route 1638
Context triple: [Muldraugh, Kentucky, transportationRoute, Kentucky Route 1638]
  • A. Kentucky Route 181
    Kentucky Route 181 is a state highway in Kentucky that connects the city of Elkton with other communities in the region.
  • B. 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.
  • C. Kentucky Route 152
    Kentucky Route 152 is a state highway in Kentucky that connects several central Kentucky communities, including Harrodsburg, and provides regional east–west travel.
  • D. Kentucky Route 144
    Kentucky Route 144 is a state highway in Kentucky that serves as a regional connector through communities such as Vine Grove.
  • E. Kentucky Route 676
    Kentucky Route 676 is a state highway in Kentucky that serves as a key east–west connector through Franklin County, including the city of Frankfort.
  • 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 1638
Triple: [Muldraugh, Kentucky, transportationRoute, Kentucky Route 1638]
Generated description
Kentucky Route 1638 is a state highway in Kentucky that serves as a local connector route in and around the city of Muldraugh.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kentucky Route 1638
Target entity description: Kentucky Route 1638 is a state highway in Kentucky that serves as a local connector route in and around the city of Muldraugh.
  • A. Kentucky Route 181
    Kentucky Route 181 is a state highway in Kentucky that connects the city of Elkton with other communities in the region.
  • B. 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.
  • C. Kentucky Route 152
    Kentucky Route 152 is a state highway in Kentucky that connects several central Kentucky communities, including Harrodsburg, and provides regional east–west travel.
  • D. Kentucky Route 144
    Kentucky Route 144 is a state highway in Kentucky that serves as a regional connector through communities such as Vine Grove.
  • E. Kentucky Route 676
    Kentucky Route 676 is a state highway in Kentucky that serves as a key east–west connector through Franklin County, including the city of Frankfort.
  • 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_69ca83ee26cc81909ac624e190597d6d completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccf0a1e49081909c188f1e1e87039b completed April 1, 2026, 10:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0c72be25c8190931204b21966502e completed April 4, 2026, 8:09 a.m.
NEDg Description generation batch_69d0c850d65c8190b2bf5da194466dd7 completed April 4, 2026, 8:14 a.m.
NED2 Entity disambiguation (via description) batch_69d0ca3b77e081908fdcc1aafaf2344a completed April 4, 2026, 8:22 a.m.
Created at: March 30, 2026, 7:30 p.m.