Triple

T16227901
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 441 E393899 entity
Predicate overlapsWith P1867 FINISHED
Object U.S. Route 23 in Georgia
U.S. Route 23 in Georgia is a major north–south U.S. Highway that traverses the state from the Florida line through cities such as Waycross and Atlanta toward the North Carolina border.
 E1200861 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 Georgia | Statement: [U.S. Route 441, overlapsWith, U.S. Route 23 in Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 23 in Georgia
Context triple: [U.S. Route 441, overlapsWith, U.S. Route 23 in 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 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.
  • 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 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.
  • E. U.S. Route 221 in Georgia
    U.S. Route 221 in Georgia is a north–south U.S. Highway that traverses the state’s interior, connecting small towns and regional centers as part of a longer multi-state 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 23 in Georgia
Triple: [U.S. Route 441, overlapsWith, U.S. Route 23 in Georgia]
Generated description
U.S. Route 23 in Georgia is a major north–south U.S. Highway that traverses the state from the Florida line through cities such as Waycross and Atlanta toward the North Carolina border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 23 in Georgia
Target entity description: U.S. Route 23 in Georgia is a major north–south U.S. Highway that traverses the state from the Florida line through cities such as Waycross and Atlanta toward the North Carolina border.
  • 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 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.
  • 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 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.
  • E. U.S. Route 221 in Georgia
    U.S. Route 221 in Georgia is a north–south U.S. Highway that traverses the state’s interior, connecting small towns and regional centers as part of a longer multi-state 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_69d87f204df88190a8f88923decf9835 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e23d2785f88190ae80d5d61129d3e5 completed April 17, 2026, 2:01 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00079e83f08190a260751fd8b55eef completed May 10, 2026, 4:20 a.m.
NEDg Description generation batch_6a00089a498c819092685d13f975e7cd completed May 10, 2026, 4:24 a.m.
NED2 Entity disambiguation (via description) batch_6a0009042b288190b3a756354c04dfd3 completed May 10, 2026, 4:26 a.m.
Created at: April 10, 2026, 5:03 a.m.