Triple

T1202256
Position Surface form Disambiguated ID Type / Status
Subject DeKalb County E25808 entity
Predicate containsCity P294 FINISHED
Object Brookhaven, Georgia
Brookhaven, Georgia is a suburban city northeast of Atlanta known for its residential neighborhoods, parks, and mixed-use commercial districts.
 E173405 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: Brookhaven, Georgia | Statement: [DeKalb County, containsCity, Brookhaven, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brookhaven, Georgia
Context triple: [DeKalb County, containsCity, Brookhaven, Georgia]
  • A. Newnan, Georgia
    Newnan, Georgia is a historic city in west-central Georgia, known for its well-preserved antebellum architecture and role as a regional economic and cultural center.
  • B. Woodbury, Georgia
    Woodbury, Georgia is a small city in Meriwether County known for its rural character and historic railroad and agricultural roots in west-central Georgia.
  • C. Brooks, Georgia
    Brooks, Georgia is a small rural town located in Fayette County in the U.S. state of Georgia, known for its quiet residential character and agricultural surroundings.
  • D. Hapeville, Georgia
    Hapeville, Georgia is a small city in the Atlanta metropolitan area known for its proximity to Hartsfield–Jackson Atlanta International Airport and its historic downtown.
  • E. Brunswick, Georgia
    Brunswick, Georgia is a historic port city on the southeastern coast of the United States known for its maritime industry, gateway role to the Golden Isles, and well-preserved Victorian-era architecture.
  • 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: Brookhaven, Georgia
Triple: [DeKalb County, containsCity, Brookhaven, Georgia]
Generated description
Brookhaven, Georgia is a suburban city northeast of Atlanta known for its residential neighborhoods, parks, and mixed-use commercial districts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brookhaven, Georgia
Target entity description: Brookhaven, Georgia is a suburban city northeast of Atlanta known for its residential neighborhoods, parks, and mixed-use commercial districts.
  • A. Newnan, Georgia
    Newnan, Georgia is a historic city in west-central Georgia, known for its well-preserved antebellum architecture and role as a regional economic and cultural center.
  • B. Woodbury, Georgia
    Woodbury, Georgia is a small city in Meriwether County known for its rural character and historic railroad and agricultural roots in west-central Georgia.
  • C. Brooks, Georgia
    Brooks, Georgia is a small rural town located in Fayette County in the U.S. state of Georgia, known for its quiet residential character and agricultural surroundings.
  • D. Hapeville, Georgia
    Hapeville, Georgia is a small city in the Atlanta metropolitan area known for its proximity to Hartsfield–Jackson Atlanta International Airport and its historic downtown.
  • E. Brunswick, Georgia
    Brunswick, Georgia is a historic port city on the southeastern coast of the United States known for its maritime industry, gateway role to the Golden Isles, and well-preserved Victorian-era architecture.
  • 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_69a4942b30f08190a91c60573e16b5ef completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bdbda0b081909c0147121a945e27 completed March 1, 2026, 10:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad293648d08190a1c15fe677aa7b8c completed March 8, 2026, 7:45 a.m.
NEDg Description generation batch_69ad298e76048190bb5cb665d44beb24 completed March 8, 2026, 7:47 a.m.
NED2 Entity disambiguation (via description) batch_69ad2a3f6ef081909180bba2abf15bed completed March 8, 2026, 7:50 a.m.
Created at: March 1, 2026, 7:46 p.m.