Triple

T3594698
Position Surface form Disambiguated ID Type / Status
Subject Johns Creek, Georgia E76107 entity
Predicate majorRoad P385 FINISHED
Object Georgia State Route 141
Georgia State Route 141 is a significant north–south state highway in the Atlanta metropolitan area that serves as a key commuter and commercial corridor through communities such as Johns Creek.
 E373453 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 141 | Statement: [Johns Creek, Georgia, majorRoad, Georgia State Route 141]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Georgia State Route 141
Context triple: [Johns Creek, Georgia, majorRoad, Georgia State Route 141]
  • A. Georgia State Route 14
    Georgia State Route 14 is a primary state highway in western Georgia that runs through the Atlanta metropolitan area, connecting communities such as College Park with other regional destinations.
  • 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 401
    Georgia State Route 401 is the unsigned internal designation for the segment of Interstate 75 that runs through the state of Georgia.
  • D. 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.
  • E. 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.
  • 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 141
Triple: [Johns Creek, Georgia, majorRoad, Georgia State Route 141]
Generated description
Georgia State Route 141 is a significant north–south state highway in the Atlanta metropolitan area that serves as a key commuter and commercial corridor through communities such as Johns Creek.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Georgia State Route 141
Target entity description: Georgia State Route 141 is a significant north–south state highway in the Atlanta metropolitan area that serves as a key commuter and commercial corridor through communities such as Johns Creek.
  • A. Georgia State Route 14
    Georgia State Route 14 is a primary state highway in western Georgia that runs through the Atlanta metropolitan area, connecting communities such as College Park with other regional destinations.
  • 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 401
    Georgia State Route 401 is the unsigned internal designation for the segment of Interstate 75 that runs through the state of Georgia.
  • D. 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.
  • E. 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.
  • 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_69ad85d8042081908af94a04c410dec0 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc15d3e308190b8352ef1f054f9c3 completed March 8, 2026, 6:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69b43307cb548190824bb6704e339bff completed March 13, 2026, 3:53 p.m.
NEDg Description generation batch_69b436ac70a481909a623841b836e1a7 completed March 13, 2026, 4:09 p.m.
NED2 Entity disambiguation (via description) batch_69b43731d4708190abd41b28889c4c88 completed March 13, 2026, 4:11 p.m.
Created at: March 8, 2026, 3:22 p.m.