Triple

T6494411
Position Surface form Disambiguated ID Type / Status
Subject Georgia State Route 11 E148119 entity
Predicate hasJunctionWith P1018 FINISHED
Object U.S. Route 23 in Gainesville, Georgia
U.S. Route 23 in Gainesville, Georgia is a major north–south U.S. highway segment that serves as a key arterial route for regional traffic through the Gainesville area.
 E597216 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 23 in Gainesville, Georgia | Statement: [Georgia State Route 11, hasJunctionWith, U.S. Route 23 in Gainesville, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 23 in Gainesville, Georgia
Context triple: [Georgia State Route 11, hasJunctionWith, U.S. Route 23 in Gainesville, Georgia]
  • A. U.S. Route 23 in Henry County, Georgia
    U.S. Route 23 in Henry County, Georgia is a major north–south highway that serves as a key arterial route for regional traffic and local access between communities in the south metro Atlanta area.
  • B. 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.
  • C. U.S. Route 19 in Griffin, Georgia
    U.S. Route 19 in Griffin, Georgia is a major north–south U.S. highway segment that serves as a primary arterial route through the city of Griffin.
  • D. U.S. Route 29 in Georgia
    U.S. Route 29 in Georgia is a major north–south U.S. Highway that traverses the state, connecting several key cities and serving as an important regional transportation corridor.
  • E. 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.
  • 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 23 in Gainesville, Georgia
Triple: [Georgia State Route 11, hasJunctionWith, U.S. Route 23 in Gainesville, Georgia]
Generated description
U.S. Route 23 in Gainesville, Georgia is a major north–south U.S. highway segment that serves as a key arterial route for regional traffic through the Gainesville area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 23 in Gainesville, Georgia
Target entity description: U.S. Route 23 in Gainesville, Georgia is a major north–south U.S. highway segment that serves as a key arterial route for regional traffic through the Gainesville area.
  • A. U.S. Route 23 in Henry County, Georgia
    U.S. Route 23 in Henry County, Georgia is a major north–south highway that serves as a key arterial route for regional traffic and local access between communities in the south metro Atlanta area.
  • B. 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.
  • C. U.S. Route 19 in Griffin, Georgia
    U.S. Route 19 in Griffin, Georgia is a major north–south U.S. highway segment that serves as a primary arterial route through the city of Griffin.
  • D. U.S. Route 29 in Georgia
    U.S. Route 29 in Georgia is a major north–south U.S. Highway that traverses the state, connecting several key cities and serving as an important regional transportation corridor.
  • E. 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.
  • 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_69c009088f3081909cd467b05919de30 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c06ab7c0b8819091437a293b40dfd2 completed March 22, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c653c21f948190989da451bc573b4d completed March 27, 2026, 9:54 a.m.
NEDg Description generation batch_69c657fec3d4819080366e7469874c39 completed March 27, 2026, 10:12 a.m.
NED2 Entity disambiguation (via description) batch_69c65bb97e908190ab05174bae4ed9a8 completed March 27, 2026, 10:28 a.m.
Created at: March 22, 2026, 4:53 p.m.