Triple

T4730081
Position Surface form Disambiguated ID Type / Status
Subject Sumter County, Georgia E104982 entity
Predicate hasMajorHighway P385 FINISHED
Object Georgia State Route 195
Georgia State Route 195 is a state highway in southwestern Georgia that provides a regional north–south connection through rural areas including Sumter County.
 E475668 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: Georgia State Route 195 | Statement: [Sumter County, Georgia, hasMajorHighway, Georgia State Route 195]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Georgia State Route 195
Context triple: [Sumter County, Georgia, hasMajorHighway, Georgia State Route 195]
  • A. Georgia State Route 18
    Georgia State Route 18 is an east–west state highway in west-central Georgia that connects several small towns and rural communities, including the area around Pine Mountain.
  • B. Georgia State Route 92
    Georgia State Route 92 is a north–south state highway in Georgia that connects several suburban and rural communities in the Atlanta metropolitan area and beyond.
  • C. Georgia State Route 219
    Georgia State Route 219 is a state highway in western Georgia that runs generally north–south, connecting rural communities and small towns between the Columbus area and points north.
  • D. Georgia State Route 109
    Georgia State Route 109 is a state highway in west-central Georgia that runs east–west through several counties, including Troup County, connecting local communities and major routes.
  • E. Georgia State Route 96
    Georgia State Route 96 is an east–west state highway in Georgia that connects several small towns and rural communities in the central part of the state.
  • 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: Georgia State Route 195
Triple: [Sumter County, Georgia, hasMajorHighway, Georgia State Route 195]
Generated description
Georgia State Route 195 is a state highway in southwestern Georgia that provides a regional north–south connection through rural areas including Sumter County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Georgia State Route 195
Target entity description: Georgia State Route 195 is a state highway in southwestern Georgia that provides a regional north–south connection through rural areas including Sumter County.
  • A. Georgia State Route 18
    Georgia State Route 18 is an east–west state highway in west-central Georgia that connects several small towns and rural communities, including the area around Pine Mountain.
  • B. Georgia State Route 92
    Georgia State Route 92 is a north–south state highway in Georgia that connects several suburban and rural communities in the Atlanta metropolitan area and beyond.
  • C. Georgia State Route 219
    Georgia State Route 219 is a state highway in western Georgia that runs generally north–south, connecting rural communities and small towns between the Columbus area and points north.
  • D. Georgia State Route 109
    Georgia State Route 109 is a state highway in west-central Georgia that runs east–west through several counties, including Troup County, connecting local communities and major routes.
  • E. Georgia State Route 96
    Georgia State Route 96 is an east–west state highway in Georgia that connects several small towns and rural communities in the central part of the state.
  • 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_69bd43ee52048190b81a4f066534ffb3 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd646135c881909030c21a163cc619 completed March 20, 2026, 3:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69be67be28308190ae428035647fc227 completed March 21, 2026, 9:41 a.m.
NEDg Description generation batch_69be6854cc84819099f156e2e5f0c542 completed March 21, 2026, 9:43 a.m.
NED2 Entity disambiguation (via description) batch_69be68940bc081908bc50a261610963d completed March 21, 2026, 9:44 a.m.
Created at: March 20, 2026, 1:19 p.m.