Triple

T7222983
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 27 in Georgia E150305 entity
Predicate passesThrough P225 FINISHED
Object Chickamauga, Georgia
Chickamauga, Georgia is a small city in Walker County best known for its proximity to the Chickamauga and Chattanooga National Military Park, a major American Civil War battlefield site.
 E649586 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: Chickamauga, Georgia | Statement: [U.S. Route 27 in Georgia, passesThrough, Chickamauga, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chickamauga, Georgia
Context triple: [U.S. Route 27 in Georgia, passesThrough, Chickamauga, Georgia]
  • A. Shiloh, Georgia
    Shiloh, Georgia is a small rural city located in west-central Georgia within the Columbus metropolitan area.
  • B. Sharpsburg, Georgia
    Sharpsburg, Georgia is a small town in western Georgia known for its quiet residential character within the Atlanta metropolitan area.
  • C. Tyrone, Georgia
    Tyrone, Georgia is a small suburban town in the Atlanta metropolitan area known for its residential communities and location in Fayette County.
  • D. Montezuma, Georgia
    Montezuma, Georgia is a small city in central Georgia known as the largest municipality in Macon County and part of the broader Americus–Cordele–Vienna combined statistical area.
  • E. Toccoa, Georgia
    Toccoa, Georgia is a small city in northeastern Georgia known for its historic downtown, nearby Toccoa Falls, and role as a regional hub in the Appalachian foothills.
  • 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: Chickamauga, Georgia
Triple: [U.S. Route 27 in Georgia, passesThrough, Chickamauga, Georgia]
Generated description
Chickamauga, Georgia is a small city in Walker County best known for its proximity to the Chickamauga and Chattanooga National Military Park, a major American Civil War battlefield site.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chickamauga, Georgia
Target entity description: Chickamauga, Georgia is a small city in Walker County best known for its proximity to the Chickamauga and Chattanooga National Military Park, a major American Civil War battlefield site.
  • A. Shiloh, Georgia
    Shiloh, Georgia is a small rural city located in west-central Georgia within the Columbus metropolitan area.
  • B. Sharpsburg, Georgia
    Sharpsburg, Georgia is a small town in western Georgia known for its quiet residential character within the Atlanta metropolitan area.
  • C. Tyrone, Georgia
    Tyrone, Georgia is a small suburban town in the Atlanta metropolitan area known for its residential communities and location in Fayette County.
  • D. Montezuma, Georgia
    Montezuma, Georgia is a small city in central Georgia known as the largest municipality in Macon County and part of the broader Americus–Cordele–Vienna combined statistical area.
  • E. Toccoa, Georgia
    Toccoa, Georgia is a small city in northeastern Georgia known for its historic downtown, nearby Toccoa Falls, and role as a regional hub in the Appalachian foothills.
  • 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_69c687effb44819092b95d07d0368c9f completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6e9b54a5c8190a4a289f32853a8fe completed March 27, 2026, 8:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7cc0c3ff08190b855fa57967586ce completed March 28, 2026, 12:39 p.m.
NEDg Description generation batch_69c7cc93801081908c9617bc0f768bd3 completed March 28, 2026, 12:41 p.m.
NED2 Entity disambiguation (via description) batch_69c7cd337e14819089af22ff14a8dcf4 completed March 28, 2026, 12:44 p.m.
Created at: March 27, 2026, 2:54 p.m.