Triple

T7241868
Position Surface form Disambiguated ID Type / Status
Subject Cairo, Georgia, United States E156375 entity
Predicate hasTransportation P105 FINISHED
Object Georgia State Route 111
Georgia State Route 111 is a state highway in southern Georgia that connects the city of Cairo with other nearby communities and regional routes.
 E657353 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 111 | Statement: [Cairo, Georgia, United States, hasTransportation, Georgia State Route 111]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Georgia State Route 111
Context triple: [Cairo, Georgia, United States, hasTransportation, Georgia State Route 111]
  • A. Georgia State Route 117
    Georgia State Route 117 is a state highway in central Georgia that connects several rural communities and counties, including Laurens County, providing a regional north–south transportation link.
  • B. Georgia State Route 11
    Georgia State Route 11 is a primary north–south state highway in Georgia that connects several key cities and communities across the state.
  • C. 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.
  • D. Georgia State Route 19
    Georgia State Route 19 is a primary north–south state highway in central Georgia that connects several communities and counties, including Laurens County, and serves as an important regional transportation corridor.
  • E. Georgia State Route 169
    Georgia State Route 169 is a state highway in southeastern Georgia that connects rural communities as part of the regional transportation network.
  • 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 111
Triple: [Cairo, Georgia, United States, hasTransportation, Georgia State Route 111]
Generated description
Georgia State Route 111 is a state highway in southern Georgia that connects the city of Cairo with other nearby communities and regional routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Georgia State Route 111
Target entity description: Georgia State Route 111 is a state highway in southern Georgia that connects the city of Cairo with other nearby communities and regional routes.
  • A. Georgia State Route 117
    Georgia State Route 117 is a state highway in central Georgia that connects several rural communities and counties, including Laurens County, providing a regional north–south transportation link.
  • B. Georgia State Route 11
    Georgia State Route 11 is a primary north–south state highway in Georgia that connects several key cities and communities across the state.
  • C. 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.
  • D. Georgia State Route 19
    Georgia State Route 19 is a primary north–south state highway in central Georgia that connects several communities and counties, including Laurens County, and serves as an important regional transportation corridor.
  • E. Georgia State Route 169
    Georgia State Route 169 is a state highway in southeastern Georgia that connects rural communities as part of the regional transportation network.
  • 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_69c68827b5e481908dc05e145b2c92d4 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ea552a688190a00f5d0ad982f787 completed March 27, 2026, 8:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7eecda0548190b12b1bc36b42e7ea completed March 28, 2026, 3:07 p.m.
NEDg Description generation batch_69c7efece4708190b27d973bce45f389 completed March 28, 2026, 3:12 p.m.
NED2 Entity disambiguation (via description) batch_69c7f08355408190a6efdcf66fd3988e completed March 28, 2026, 3:15 p.m.
Created at: March 27, 2026, 2:55 p.m.