Triple

T15654903
Position Surface form Disambiguated ID Type / Status
Subject Maysville, Kentucky E376412 entity
Predicate transportation P230 FINISHED
Object U.S. Route 68 passes near Maysville
U.S. Route 68 is a major east–west U.S. highway running through parts of the Midwest and South, connecting communities across states such as Kentucky and Ohio.
E1169125 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: U.S. Route 68 passes near Maysville | Statement: [Maysville, Kentucky, transportation, U.S. Route 68 passes near Maysville]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 68 passes near Maysville
Context triple: [Maysville, Kentucky, transportation, U.S. Route 68 passes near Maysville]
  • A. U.S. Route 56 nearby
    U.S. Route 56 is a U.S. highway running generally east–west across the central United States, connecting several Midwestern and Great Plains states.
  • B. U.S. Route 60 in Virginia
    U.S. Route 60 in Virginia is a major east–west highway that traverses the state from the Appalachian region through cities like Lexington and Richmond to the Atlantic coast at Virginia Beach.
  • C. U.S. Route 6 near Coaldale, Nevada
    U.S. Route 6 near Coaldale, Nevada is a segment of the transcontinental U.S. Highway 6 that passes through remote central Nevada near the small community of Coaldale.
  • D. U.S. Route 45 near Champaign, Illinois
    U.S. Route 45 near Champaign, Illinois is a major north–south U.S. highway corridor serving the Champaign area and linking it to other communities in Illinois and beyond.
  • E. U.S. Route 50 (nearby)
    U.S. Route 50 is a major east–west U.S. Highway that spans the country from the Atlantic coast in Maryland to the Pacific coast in California.
  • 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: U.S. Route 68 passes near Maysville
Triple: [Maysville, Kentucky, transportation, U.S. Route 68 passes near Maysville]
Generated description
U.S. Route 68 is a major east–west U.S. highway running through parts of the Midwest and South, connecting communities across states such as Kentucky and Ohio.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 68 passes near Maysville
Target entity description: U.S. Route 68 is a major east–west U.S. highway running through parts of the Midwest and South, connecting communities across states such as Kentucky and Ohio.
  • A. U.S. Route 56 nearby
    U.S. Route 56 is a U.S. highway running generally east–west across the central United States, connecting several Midwestern and Great Plains states.
  • B. U.S. Route 60 in Virginia
    U.S. Route 60 in Virginia is a major east–west highway that traverses the state from the Appalachian region through cities like Lexington and Richmond to the Atlantic coast at Virginia Beach.
  • C. U.S. Route 6 near Coaldale, Nevada
    U.S. Route 6 near Coaldale, Nevada is a segment of the transcontinental U.S. Highway 6 that passes through remote central Nevada near the small community of Coaldale.
  • D. U.S. Route 45 near Champaign, Illinois
    U.S. Route 45 near Champaign, Illinois is a major north–south U.S. highway corridor serving the Champaign area and linking it to other communities in Illinois and beyond.
  • E. U.S. Route 50 (nearby)
    U.S. Route 50 is a major east–west U.S. Highway that spans the country from the Atlantic coast in Maryland to the Pacific coast in California.
  • 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_69d85cd1564c8190991adda63bfab4b0 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ef1f83c8190bbf65eed162cbd55 completed April 16, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff67994fbc819090f2da267888e8fb completed May 9, 2026, 4:58 p.m.
NEDg Description generation batch_69ff6810af4c8190aa6cae98a1b8b5ce completed May 9, 2026, 5 p.m.
NED2 Entity disambiguation (via description) batch_69ff6888a85481909e8cdd34ed230fa4 completed May 9, 2026, 5:02 p.m.
Created at: April 10, 2026, 4:15 a.m.