Triple

T2748302
Position Surface form Disambiguated ID Type / Status
Subject Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area E60921 entity
Predicate contains P35 FINISHED
Object Jefferson, Georgia
Jefferson, Georgia is a small city in northeastern Georgia that serves as the county seat of Jackson County and lies within commuting distance of the greater Atlanta metropolitan region.
 E296190 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: Jefferson, Georgia | Statement: [Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area, contains, Jefferson, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jefferson, Georgia
Context triple: [Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area, contains, Jefferson, Georgia]
  • A. Jeffersonville, Georgia
    Jeffersonville, Georgia is a small city that serves as the county seat of Twiggs County in central Georgia, known for its rural character and historic Southern community.
  • B. Jackson, Georgia
    Jackson, Georgia is a small city in Butts County known for its historic downtown, proximity to Jackson Lake and Indian Springs State Park, and role as a local commercial and transportation hub in central Georgia.
  • C. Franklin, Georgia
    Franklin, Georgia is a small city in western Georgia that serves as the administrative and cultural center of rural Heard County.
  • D. Jonesboro, Georgia
    Jonesboro, Georgia is a small historic city in the Atlanta metropolitan area best known for its Civil War heritage and as a setting associated with "Gone with the Wind."
  • E. Georgetown, Georgia
    Georgetown, Georgia is a small town in southwestern Georgia that serves as the administrative and governmental center of Quitman County.
  • 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: Jefferson, Georgia
Triple: [Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area, contains, Jefferson, Georgia]
Generated description
Jefferson, Georgia is a small city in northeastern Georgia that serves as the county seat of Jackson County and lies within commuting distance of the greater Atlanta metropolitan region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jefferson, Georgia
Target entity description: Jefferson, Georgia is a small city in northeastern Georgia that serves as the county seat of Jackson County and lies within commuting distance of the greater Atlanta metropolitan region.
  • A. Jeffersonville, Georgia
    Jeffersonville, Georgia is a small city that serves as the county seat of Twiggs County in central Georgia, known for its rural character and historic Southern community.
  • B. Jackson, Georgia
    Jackson, Georgia is a small city in Butts County known for its historic downtown, proximity to Jackson Lake and Indian Springs State Park, and role as a local commercial and transportation hub in central Georgia.
  • C. Franklin, Georgia
    Franklin, Georgia is a small city in western Georgia that serves as the administrative and cultural center of rural Heard County.
  • D. Jonesboro, Georgia
    Jonesboro, Georgia is a small historic city in the Atlanta metropolitan area best known for its Civil War heritage and as a setting associated with "Gone with the Wind."
  • E. Georgetown, Georgia
    Georgetown, Georgia is a small town in southwestern Georgia that serves as the administrative and governmental center of Quitman County.
  • 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_69ab4b79846081909096725374d65ce9 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdb517a00819084fd8f8933a25212 completed March 7, 2026, 8:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69afbbd341a88190ae0f5eb94a6fdc92 completed March 10, 2026, 6:36 a.m.
NEDg Description generation batch_69afbd8563248190af593099ecae84ee completed March 10, 2026, 6:43 a.m.
NED2 Entity disambiguation (via description) batch_69afbdb28a708190bbd4bc6632b8e137 completed March 10, 2026, 6:44 a.m.
Created at: March 6, 2026, 9:56 p.m.