Triple

T15013318
Position Surface form Disambiguated ID Type / Status
Subject Vinings, Georgia E377892 entity
Predicate partOf P40 FINISHED
Object Cobb County Commission District 2
Cobb County Commission District 2 is a political subdivision of Cobb County, Georgia, represented by an elected commissioner and encompassing communities such as Vinings.
E1132420 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: Cobb County Commission District 2 | Statement: [Vinings, Georgia, partOf, Cobb County Commission District 2]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cobb County Commission District 2
Context triple: [Vinings, Georgia, partOf, Cobb County Commission District 2]
  • A. Cobb County Commission Chair
    The Cobb County Commission Chair is the elected head of Cobb County’s governing board, responsible for leading county policy-making, budgeting, and administration in Cobb County, Georgia.
  • B. Cobb County School District
    Cobb County School District is a large public school system serving students in Cobb County, Georgia, and is one of the biggest and most influential districts in the state.
  • C. Cobb County, Georgia
    Cobb County, Georgia is a populous suburban county in the Atlanta metropolitan area known for its residential communities, commercial centers, and local government services.
  • D. Cobb, Georgia
    Cobb, Georgia is a small unincorporated community located in Sumter County in the southwestern part of the state.
  • E. Colquitt County Board of Commissioners
    The Colquitt County Board of Commissioners is the elected governing body responsible for setting policy, managing budgets, and overseeing county services in Colquitt County, 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: Cobb County Commission District 2
Triple: [Vinings, Georgia, partOf, Cobb County Commission District 2]
Generated description
Cobb County Commission District 2 is a political subdivision of Cobb County, Georgia, represented by an elected commissioner and encompassing communities such as Vinings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cobb County Commission District 2
Target entity description: Cobb County Commission District 2 is a political subdivision of Cobb County, Georgia, represented by an elected commissioner and encompassing communities such as Vinings.
  • A. Cobb County Commission Chair
    The Cobb County Commission Chair is the elected head of Cobb County’s governing board, responsible for leading county policy-making, budgeting, and administration in Cobb County, Georgia.
  • B. Cobb County School District
    Cobb County School District is a large public school system serving students in Cobb County, Georgia, and is one of the biggest and most influential districts in the state.
  • C. Cobb County, Georgia
    Cobb County, Georgia is a populous suburban county in the Atlanta metropolitan area known for its residential communities, commercial centers, and local government services.
  • D. Cobb, Georgia
    Cobb, Georgia is a small unincorporated community located in Sumter County in the southwestern part of the state.
  • E. Colquitt County Board of Commissioners
    The Colquitt County Board of Commissioners is the elected governing body responsible for setting policy, managing budgets, and overseeing county services in Colquitt County, 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_69d85cd3a3c881908c71fc424d459c17 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded7613cec8190ac25e3f68c5d0edf completed April 15, 2026, 12:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe96aa3c888190a65e7b3c3b130131 completed May 9, 2026, 2:06 a.m.
NEDg Description generation batch_69fe97af0a0c8190bca3ea103d05fd99 completed May 9, 2026, 2:10 a.m.
NED2 Entity disambiguation (via description) batch_69fe98b18ab48190b2a47418904e6643 completed May 9, 2026, 2:15 a.m.
Created at: April 10, 2026, 2:55 a.m.