Triple

T2773364
Position Surface form Disambiguated ID Type / Status
Subject Pickens County, Georgia E61509 entity
Predicate transportInfrastructure P1777 FINISHED
Object Georgia State Route 515
Georgia State Route 515 is a major north–south highway in northern Georgia that forms part of the Appalachian Development Highway System, connecting the Atlanta metropolitan area to the North Georgia mountains.
 E298249 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 515 | Statement: [Pickens County, Georgia, transportInfrastructure, Georgia State Route 515]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Georgia State Route 515
Context triple: [Pickens County, Georgia, transportInfrastructure, Georgia State Route 515]
  • A. Georgia State Route 55
    Georgia State Route 55 is a state highway in Georgia that serves as a regional connector route through several counties, linking small towns and local roads to larger transportation corridors.
  • B. Georgia State Route 50
    Georgia State Route 50 is a state highway in Georgia that serves as an east–west transportation corridor through several counties in the southwestern part of the state.
  • C. Georgia State Route 54
    Georgia State Route 54 is a state highway in Georgia that connects several communities in the west-central part of the state, including parts of the Atlanta metropolitan area.
  • D. Georgia State Route 53
    Georgia State Route 53 is a major east–west state highway in northern Georgia that connects several cities and communities across the region.
  • 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 515
Triple: [Pickens County, Georgia, transportInfrastructure, Georgia State Route 515]
Generated description
Georgia State Route 515 is a major north–south highway in northern Georgia that forms part of the Appalachian Development Highway System, connecting the Atlanta metropolitan area to the North Georgia mountains.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Georgia State Route 515
Target entity description: Georgia State Route 515 is a major north–south highway in northern Georgia that forms part of the Appalachian Development Highway System, connecting the Atlanta metropolitan area to the North Georgia mountains.
  • A. Georgia State Route 55
    Georgia State Route 55 is a state highway in Georgia that serves as a regional connector route through several counties, linking small towns and local roads to larger transportation corridors.
  • B. Georgia State Route 50
    Georgia State Route 50 is a state highway in Georgia that serves as an east–west transportation corridor through several counties in the southwestern part of the state.
  • C. Georgia State Route 54
    Georgia State Route 54 is a state highway in Georgia that connects several communities in the west-central part of the state, including parts of the Atlanta metropolitan area.
  • D. Georgia State Route 53
    Georgia State Route 53 is a major east–west state highway in northern Georgia that connects several cities and communities across the region.
  • 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_69ab4b7cd13481909174bca9809ed259 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdd7e29e08190921fd4ac9d0679ec completed March 7, 2026, 8:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc0553588819098d478b4aaa18478 completed March 10, 2026, 6:55 a.m.
NEDg Description generation batch_69afc1c74ecc8190ba8b9926ff28f24e completed March 10, 2026, 7:01 a.m.
NED2 Entity disambiguation (via description) batch_69afc2d5aecc81909ce90a7e891568c9 completed March 10, 2026, 7:05 a.m.
Created at: March 6, 2026, 9:57 p.m.