Triple

T14207917
Position Surface form Disambiguated ID Type / Status
Subject Appling, Georgia E352148 entity
Predicate servedBy P82 FINISHED
Object Georgia State Route 47
Georgia State Route 47 is a state highway in east-central Georgia that connects several rural communities and small towns, including Appling, as part of the regional road network.
 E1091601 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 47 | Statement: [Appling, Georgia, servedBy, Georgia State Route 47]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Georgia State Route 47
Context triple: [Appling, Georgia, servedBy, Georgia State Route 47]
  • A. Georgia State Route 49
    Georgia State Route 49 is a state highway in Georgia that runs through central parts of the state, connecting several communities and facilitating regional travel.
  • B. Georgia State Route 41
    Georgia State Route 41 is a state highway in west-central Georgia that runs north–south through several rural communities, including the town of Warm Springs.
  • C. Georgia State Route 247
    Georgia State Route 247 is a state highway in central Georgia that serves as a key connector through the Macon–Warner Robins area, providing access to Robins Air Force Base and surrounding communities.
  • D. Georgia State Route 44
    Georgia State Route 44 is a state highway in Georgia that connects several central and eastern communities, serving as a regional route for local and through traffic.
  • E. Georgia State Route 401
    Georgia State Route 401 is the unsigned internal designation for the segment of Interstate 75 that runs through the state of Georgia.
  • 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 47
Triple: [Appling, Georgia, servedBy, Georgia State Route 47]
Generated description
Georgia State Route 47 is a state highway in east-central Georgia that connects several rural communities and small towns, including Appling, as part of the regional road network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Georgia State Route 47
Target entity description: Georgia State Route 47 is a state highway in east-central Georgia that connects several rural communities and small towns, including Appling, as part of the regional road network.
  • A. Georgia State Route 49
    Georgia State Route 49 is a state highway in Georgia that runs through central parts of the state, connecting several communities and facilitating regional travel.
  • B. Georgia State Route 41
    Georgia State Route 41 is a state highway in west-central Georgia that runs north–south through several rural communities, including the town of Warm Springs.
  • C. Georgia State Route 247
    Georgia State Route 247 is a state highway in central Georgia that serves as a key connector through the Macon–Warner Robins area, providing access to Robins Air Force Base and surrounding communities.
  • D. Georgia State Route 44
    Georgia State Route 44 is a state highway in Georgia that connects several central and eastern communities, serving as a regional route for local and through traffic.
  • E. Georgia State Route 401
    Georgia State Route 401 is the unsigned internal designation for the segment of Interstate 75 that runs through the state of Georgia.
  • 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_69d827894ac0819097803e57f3227b23 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61f84f288190877116330bd54393 completed April 14, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd3d0a172c819096874f1bdd290cbb completed May 8, 2026, 1:31 a.m.
NEDg Description generation batch_69fd3edf42788190b50b1144a7de41df completed May 8, 2026, 1:39 a.m.
NED2 Entity disambiguation (via description) batch_69fd3fbd931081908ba0b1838d9be49c completed May 8, 2026, 1:43 a.m.
Created at: April 10, 2026, 1:05 a.m.