Triple

T15048721
Position Surface form Disambiguated ID Type / Status
Subject Gwinnett Place Mall area E379297 entity
Predicate locatedIn P40 FINISHED
Object Northeast Atlanta suburbs
The Northeast Atlanta suburbs are a sprawling, fast-growing residential and commercial region known for diverse communities, shopping centers, and commuter access to the city.
E1134034 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: Northeast Atlanta suburbs | Statement: [Gwinnett Place Mall area, locatedIn, Northeast Atlanta suburbs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Northeast Atlanta suburbs
Context triple: [Gwinnett Place Mall area, locatedIn, Northeast Atlanta suburbs]
  • A. Inner Ring Suburbs of Atlanta
    The Inner Ring Suburbs of Atlanta are the older, close-in residential communities that directly border the city of Atlanta and developed primarily in the early-to-mid 20th century.
  • B. East Cobb, Georgia
    East Cobb, Georgia is an affluent suburban community in the Atlanta metropolitan area known for its high-performing schools, residential neighborhoods, and family-oriented amenities.
  • C. Atlanta Perimeter
    Atlanta Perimeter is the commonly used name for the Interstate 285 beltway that encircles the city of Atlanta, Georgia.
  • D. Metro Atlanta Southside
    Metro Atlanta Southside is the portion of the Atlanta metropolitan area located south of downtown Atlanta, encompassing communities such as East Point and other nearby suburbs.
  • E. Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area
    The Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area is a major urban and economic region in north-central Georgia centered on Atlanta and its surrounding suburban communities.
  • 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: Northeast Atlanta suburbs
Triple: [Gwinnett Place Mall area, locatedIn, Northeast Atlanta suburbs]
Generated description
The Northeast Atlanta suburbs are a sprawling, fast-growing residential and commercial region known for diverse communities, shopping centers, and commuter access to the city.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Northeast Atlanta suburbs
Target entity description: The Northeast Atlanta suburbs are a sprawling, fast-growing residential and commercial region known for diverse communities, shopping centers, and commuter access to the city.
  • A. Inner Ring Suburbs of Atlanta
    The Inner Ring Suburbs of Atlanta are the older, close-in residential communities that directly border the city of Atlanta and developed primarily in the early-to-mid 20th century.
  • B. East Cobb, Georgia
    East Cobb, Georgia is an affluent suburban community in the Atlanta metropolitan area known for its high-performing schools, residential neighborhoods, and family-oriented amenities.
  • C. Atlanta Perimeter
    Atlanta Perimeter is the commonly used name for the Interstate 285 beltway that encircles the city of Atlanta, Georgia.
  • D. Metro Atlanta Southside
    Metro Atlanta Southside is the portion of the Atlanta metropolitan area located south of downtown Atlanta, encompassing communities such as East Point and other nearby suburbs.
  • E. Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area
    The Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area is a major urban and economic region in north-central Georgia centered on Atlanta and its surrounding suburban communities.
  • 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_69d85cd64d108190853797a95c11cc45 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69deda8e64e48190873104a02a676ff3 completed April 15, 2026, 12:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe9de83b648190ba437c0fac164ec6 completed May 9, 2026, 2:37 a.m.
NEDg Description generation batch_69fe9e6ec16081909cc55fd11bc89eb4 completed May 9, 2026, 2:39 a.m.
NED2 Entity disambiguation (via description) batch_69fe9eedca1481908ce438991184d62e completed May 9, 2026, 2:41 a.m.
Created at: April 10, 2026, 3 a.m.