Triple

T6105461
Position Surface form Disambiguated ID Type / Status
Subject Georgia State Route 81 E136105 entity
Predicate hasJunctionWith P1018 FINISHED
Object U.S. Route 78 in Loganville, Georgia
U.S. Route 78 in Loganville, Georgia is a major east–west highway corridor that serves as a primary commercial and commuter route through the city.
 E568488 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 78 in Loganville, Georgia | Statement: [Georgia State Route 81, hasJunctionWith, U.S. Route 78 in Loganville, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 78 in Loganville, Georgia
Context triple: [Georgia State Route 81, hasJunctionWith, U.S. Route 78 in Loganville, Georgia]
  • A. U.S. Route 76 in Georgia
    U.S. Route 76 in Georgia is an east–west U.S. Highway that traverses northern Georgia, connecting Chattanooga, Tennessee to South Carolina through cities such as Dalton and Clayton.
  • B. U.S. Route 278 in Warrenton, Georgia
    U.S. Route 278 in Warrenton, Georgia is a segment of the east–west U.S. Highway 278 that passes through the city of Warrenton, serving as a key local thoroughfare and connector to other state and federal routes.
  • C. U.S. Route 27 in Georgia
    U.S. Route 27 in Georgia is a major north–south U.S. highway that traverses the western part of the state, linking numerous cities and communities from the Florida state line to the Tennessee border.
  • D. U.S. Route 17 in Georgia
    U.S. Route 17 in Georgia is a major north–south U.S. Highway that runs along the state’s southeastern coast, connecting coastal communities and serving as an important regional transportation corridor.
  • E. U.S. Route 29 near Newnan, Georgia
    U.S. Route 29 near Newnan, Georgia is a segment of the major north–south U.S. Highway that serves the Newnan area southwest of Atlanta, carrying regional traffic and connecting with several state routes and local roads.
  • 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 78 in Loganville, Georgia
Triple: [Georgia State Route 81, hasJunctionWith, U.S. Route 78 in Loganville, Georgia]
Generated description
U.S. Route 78 in Loganville, Georgia is a major east–west highway corridor that serves as a primary commercial and commuter route through the city.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 78 in Loganville, Georgia
Target entity description: U.S. Route 78 in Loganville, Georgia is a major east–west highway corridor that serves as a primary commercial and commuter route through the city.
  • A. U.S. Route 76 in Georgia
    U.S. Route 76 in Georgia is an east–west U.S. Highway that traverses northern Georgia, connecting Chattanooga, Tennessee to South Carolina through cities such as Dalton and Clayton.
  • B. U.S. Route 278 in Warrenton, Georgia
    U.S. Route 278 in Warrenton, Georgia is a segment of the east–west U.S. Highway 278 that passes through the city of Warrenton, serving as a key local thoroughfare and connector to other state and federal routes.
  • C. U.S. Route 27 in Georgia
    U.S. Route 27 in Georgia is a major north–south U.S. highway that traverses the western part of the state, linking numerous cities and communities from the Florida state line to the Tennessee border.
  • D. U.S. Route 17 in Georgia
    U.S. Route 17 in Georgia is a major north–south U.S. Highway that runs along the state’s southeastern coast, connecting coastal communities and serving as an important regional transportation corridor.
  • E. U.S. Route 29 near Newnan, Georgia
    U.S. Route 29 near Newnan, Georgia is a segment of the major north–south U.S. Highway that serves the Newnan area southwest of Atlanta, carrying regional traffic and connecting with several state routes and local roads.
  • 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_69c0087dee9881909e3655be88208c01 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c05b7ee8b48190b87f5ec8a46d6e2d completed March 22, 2026, 9:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1255759f48190a6aadf33406dcb49 completed March 23, 2026, 11:34 a.m.
NEDg Description generation batch_69c1275910108190a0a5f458a468c292 completed March 23, 2026, 11:43 a.m.
NED2 Entity disambiguation (via description) batch_69c127b831d081909436a62e002d1fa5 completed March 23, 2026, 11:44 a.m.
Created at: March 22, 2026, 4:13 p.m.