Triple

T3561271
Position Surface form Disambiguated ID Type / Status
Subject Cobb County, Georgia E75343 entity
Predicate containsCity P294 FINISHED
Object Austell, Georgia
Austell, Georgia is a small suburban city in the Atlanta metropolitan area known for its residential communities and proximity to regional attractions like Six Flags Over Georgia.
 E394288 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: Austell, Georgia | Statement: [Cobb County, Georgia, containsCity, Austell, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Austell, Georgia
Context triple: [Cobb County, Georgia, containsCity, Austell, Georgia]
  • A. Arlington, Georgia
    Arlington, Georgia is a small rural city in the southwestern part of the state known historically for its agricultural economy and tight-knit community.
  • B. Stonecrest, Georgia
    Stonecrest, Georgia is a relatively new incorporated city in eastern DeKalb County, part of the Atlanta metropolitan area.
  • C. Snellville, Georgia
    Snellville, Georgia is a suburban city in Gwinnett County known for its residential communities, local parks, and proximity to Atlanta.
  • D. Clarkston, Georgia
    Clarkston, Georgia is a small, diverse city in the Atlanta metropolitan area known for its large refugee and immigrant population.
  • E. Fayetteville, Georgia
    Fayetteville, Georgia is a suburban city south of Atlanta that serves as the county seat of Fayette County and is known for its historic downtown and proximity to major film production studios.
  • 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: Austell, Georgia
Triple: [Cobb County, Georgia, containsCity, Austell, Georgia]
Generated description
Austell, Georgia is a small suburban city in the Atlanta metropolitan area known for its residential communities and proximity to regional attractions like Six Flags Over Georgia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Austell, Georgia
Target entity description: Austell, Georgia is a small suburban city in the Atlanta metropolitan area known for its residential communities and proximity to regional attractions like Six Flags Over Georgia.
  • A. Arlington, Georgia
    Arlington, Georgia is a small rural city in the southwestern part of the state known historically for its agricultural economy and tight-knit community.
  • B. Stonecrest, Georgia
    Stonecrest, Georgia is a relatively new incorporated city in eastern DeKalb County, part of the Atlanta metropolitan area.
  • C. Snellville, Georgia
    Snellville, Georgia is a suburban city in Gwinnett County known for its residential communities, local parks, and proximity to Atlanta.
  • D. Clarkston, Georgia
    Clarkston, Georgia is a small, diverse city in the Atlanta metropolitan area known for its large refugee and immigrant population.
  • E. Fayetteville, Georgia
    Fayetteville, Georgia is a suburban city south of Atlanta that serves as the county seat of Fayette County and is known for its historic downtown and proximity to major film production studios.
  • 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_69ad85d45090819086f34fb85d850a1e completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc08ac1b0819082021ecdd0061dc3 completed March 8, 2026, 6:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69b51203d6148190a9946a3f274e21a5 completed March 14, 2026, 7:45 a.m.
NEDg Description generation batch_69b512a91f6881909a1b8b0eebc5ba71 completed March 14, 2026, 7:47 a.m.
NED2 Entity disambiguation (via description) batch_69b513618b888190acda94dcc91d24d2 completed March 14, 2026, 7:50 a.m.
Created at: March 8, 2026, 3:21 p.m.