Triple

T10122350
Position Surface form Disambiguated ID Type / Status
Subject Macon County, Georgia E223324 entity
Predicate roadNetworkIncludes P3374 FINISHED
Object U.S. Route 49 in Georgia
U.S. Route 49 in Georgia is a U.S. Highway that runs through central parts of the state, serving as a regional connector for communities such as those in Macon County.
 E842598 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 49 in Georgia | Statement: [Macon County, Georgia, roadNetworkIncludes, U.S. Route 49 in Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 49 in Georgia
Context triple: [Macon County, Georgia, roadNetworkIncludes, U.S. Route 49 in Georgia]
  • A. 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.
  • B. U.S. Route 19 in Georgia
    U.S. Route 19 in Georgia is a major north–south U.S. Highway that traverses the state from the Florida line to the North Carolina border, passing through key cities including Atlanta.
  • C. U.S. Route 41 in Georgia
    U.S. Route 41 in Georgia is a major north–south highway that runs from the Florida state line through cities such as Valdosta, Macon, and Atlanta before continuing into Tennessee.
  • D. U.S. Route 411 in Georgia
    U.S. Route 411 in Georgia is a north–south U.S. Highway that runs through the northwestern part of the state, linking rural communities and regional centers as part of a multi-state corridor between Alabama and Tennessee.
  • E. U.S. Route 84 in Georgia
    U.S. Route 84 in Georgia is a major east–west U.S. Highway that traverses the southern part of the state, linking cities such as Bainbridge, Thomasville, and Waycross and 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 49 in Georgia
Triple: [Macon County, Georgia, roadNetworkIncludes, U.S. Route 49 in Georgia]
Generated description
U.S. Route 49 in Georgia is a U.S. Highway that runs through central parts of the state, serving as a regional connector for communities such as those in Macon County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 49 in Georgia
Target entity description: U.S. Route 49 in Georgia is a U.S. Highway that runs through central parts of the state, serving as a regional connector for communities such as those in Macon County.
  • A. 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.
  • B. U.S. Route 19 in Georgia
    U.S. Route 19 in Georgia is a major north–south U.S. Highway that traverses the state from the Florida line to the North Carolina border, passing through key cities including Atlanta.
  • C. U.S. Route 41 in Georgia
    U.S. Route 41 in Georgia is a major north–south highway that runs from the Florida state line through cities such as Valdosta, Macon, and Atlanta before continuing into Tennessee.
  • D. U.S. Route 411 in Georgia
    U.S. Route 411 in Georgia is a north–south U.S. Highway that runs through the northwestern part of the state, linking rural communities and regional centers as part of a multi-state corridor between Alabama and Tennessee.
  • E. U.S. Route 84 in Georgia
    U.S. Route 84 in Georgia is a major east–west U.S. Highway that traverses the southern part of the state, linking cities such as Bainbridge, Thomasville, and Waycross and 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_69ca8422047c81909d66b717b8b18cf3 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cdd26846b8819098594bf211920eb2 completed April 2, 2026, 2:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2cc493db88190b3b09a77b82b3cc9 completed April 5, 2026, 8:55 p.m.
NEDg Description generation batch_69d2cd901c148190afb27759cc176f89 completed April 5, 2026, 9:01 p.m.
NED2 Entity disambiguation (via description) batch_69d2ce6da82081908ca6b3621971ca9a completed April 5, 2026, 9:04 p.m.
Created at: March 30, 2026, 9:05 p.m.