Triple

T18376192
Position Surface form Disambiguated ID Type / Status
Subject Upatoi, Georgia E446319 entity
Predicate hasTransportation P105 FINISHED
Object U.S. Route 80 nearby
U.S. Route 80 is a major east–west U.S. Highway that serves as an important regional transportation corridor near Upatoi, Georgia.
E1321401 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 80 nearby | Statement: [Upatoi, Georgia, hasTransportation, U.S. Route 80 nearby]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 80 nearby
Context triple: [Upatoi, Georgia, hasTransportation, U.S. Route 80 nearby]
  • A. U.S. Route 62 nearby
    U.S. Route 62 is a major east–west United States highway that stretches from the Mexican border in Texas to the Canadian border in New York, passing through multiple states including Kentucky.
  • B. U.S. Route 11 nearby
    U.S. Route 11 is a major north–south U.S. Highway running through the eastern United States, providing regional connectivity through states such as Alabama.
  • C. 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.
  • D. 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.
  • E. U.S. Route 11W nearby
    U.S. Route 11W is a major U.S. highway in the Appalachian region that connects several communities in Tennessee and Virginia, serving as an important regional transportation corridor.
  • 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 80 nearby
Triple: [Upatoi, Georgia, hasTransportation, U.S. Route 80 nearby]
Generated description
U.S. Route 80 is a major east–west U.S. Highway that serves as an important regional transportation corridor near Upatoi, Georgia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 80 nearby
Target entity description: U.S. Route 80 is a major east–west U.S. Highway that serves as an important regional transportation corridor near Upatoi, Georgia.
  • A. U.S. Route 62 nearby
    U.S. Route 62 is a major east–west United States highway that stretches from the Mexican border in Texas to the Canadian border in New York, passing through multiple states including Kentucky.
  • B. U.S. Route 11 nearby
    U.S. Route 11 is a major north–south U.S. Highway running through the eastern United States, providing regional connectivity through states such as Alabama.
  • C. 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.
  • D. 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.
  • E. U.S. Route 11W nearby
    U.S. Route 11W is a major U.S. highway in the Appalachian region that connects several communities in Tennessee and Virginia, serving as an important regional transportation corridor.
  • 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_69d8b9f370b88190b1e5081c2c238e7f completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e51759353481908aa2de599fd2cf3b completed April 19, 2026, 5:56 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03d77c78308190823a35ec21fd92d7 completed May 13, 2026, 1:44 a.m.
NEDg Description generation batch_6a03d8857ba081909a1bee74530523d0 completed May 13, 2026, 1:48 a.m.
NED2 Entity disambiguation (via description) batch_6a03da59c1b081908d9488233c611586 completed May 13, 2026, 1:56 a.m.
Created at: April 10, 2026, 10:45 a.m.