Triple

T6758527
Position Surface form Disambiguated ID Type / Status
Subject Dunwoody station E154526 entity
Predicate near P350 FINISHED
Object Perimeter Center business district
Perimeter Center business district is a major mixed-use commercial hub in the Atlanta metropolitan area, known for its concentration of offices, retail centers, and corporate headquarters.
 E617960 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: Perimeter Center business district | Statement: [Dunwoody station, near, Perimeter Center business district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Perimeter Center business district
Context triple: [Dunwoody station, near, Perimeter Center business district]
  • A. Downtown Center
    Downtown Center is a Pensacola State College campus located in downtown Pensacola that offers higher education courses and workforce training programs.
  • B. Southside business district
    The Southside business district is a commercial area in Berkeley, California, known for its dense mix of shops, restaurants, and services catering largely to the nearby UC Berkeley community.
  • C. Civic Center
    Civic Center is a government and administrative district in Lower Manhattan known for its concentration of courthouses and municipal buildings.
  • D. Cornerstone Square
    Cornerstone Square is a major retail and commercial shopping center located in Westford, Massachusetts.
  • E. Mobility District
    Mobility District is one of Expo 2020 Dubai’s main themed zones, dedicated to showcasing innovations and ideas around movement, transportation, and the seamless flow of people, goods, and information.
  • 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: Perimeter Center business district
Triple: [Dunwoody station, near, Perimeter Center business district]
Generated description
Perimeter Center business district is a major mixed-use commercial hub in the Atlanta metropolitan area, known for its concentration of offices, retail centers, and corporate headquarters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Perimeter Center business district
Target entity description: Perimeter Center business district is a major mixed-use commercial hub in the Atlanta metropolitan area, known for its concentration of offices, retail centers, and corporate headquarters.
  • A. Downtown Center
    Downtown Center is a Pensacola State College campus located in downtown Pensacola that offers higher education courses and workforce training programs.
  • B. Southside business district
    The Southside business district is a commercial area in Berkeley, California, known for its dense mix of shops, restaurants, and services catering largely to the nearby UC Berkeley community.
  • C. Civic Center
    Civic Center is a government and administrative district in Lower Manhattan known for its concentration of courthouses and municipal buildings.
  • D. Cornerstone Square
    Cornerstone Square is a major retail and commercial shopping center located in Westford, Massachusetts.
  • E. Mobility District
    Mobility District is one of Expo 2020 Dubai’s main themed zones, dedicated to showcasing innovations and ideas around movement, transportation, and the seamless flow of people, goods, and information.
  • 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_69c6880fd5808190be684854081e27dd completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d1f90b6c8190b4a17a23aa9ba0fb completed March 27, 2026, 6:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69c712ad568c8190bc82f6149c22273a completed March 27, 2026, 11:28 p.m.
NEDg Description generation batch_69c713b3accc81908d19c1b00e2c312c completed March 27, 2026, 11:33 p.m.
NED2 Entity disambiguation (via description) batch_69c7146413748190b844d9422dce42c2 completed March 27, 2026, 11:36 p.m.
Created at: March 27, 2026, 2:11 p.m.