Triple

T7319537
Position Surface form Disambiguated ID Type / Status
Subject Kennesaw, Georgia E168502 entity
Predicate hasLandmark P105 FINISHED
Object Downtown Kennesaw
Downtown Kennesaw is the historic and commercial core of Kennesaw, Georgia, featuring local shops, restaurants, and community events centered around its small-town main street.
E168502 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: Downtown Kennesaw | Statement: [Kennesaw, Georgia, hasLandmark, Downtown Kennesaw]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Downtown Kennesaw
Context triple: [Kennesaw, Georgia, hasLandmark, Downtown Kennesaw]
  • A. Downtown Decatur
    Downtown Decatur is the central business and cultural district of Decatur, Alabama, known for its historic architecture, local shops, restaurants, and entertainment venues.
  • B. Kennesaw, Georgia
    Kennesaw, Georgia is a suburban city in Cobb County northwest of Atlanta, known for its Civil War history, including the nearby Kennesaw Mountain National Battlefield Park.
  • C. Vinings, Georgia
    Vinings, Georgia is an affluent unincorporated community and census-designated place just northwest of Atlanta, known for its upscale residential areas, shopping, and proximity to the Chattahoochee River.
  • D. Downtown Calhoun
    Downtown Calhoun is the historic commercial and cultural center of Calhoun, Georgia, featuring local shops, restaurants, and preserved architecture.
  • E. Midtown South
    Midtown South is a central Manhattan commercial and residential district known for its dense office buildings, hotels, and proximity to major transit and shopping hubs.
  • 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: Downtown Kennesaw
Triple: [Kennesaw, Georgia, hasLandmark, Downtown Kennesaw]
Generated description
Downtown Kennesaw is the historic and commercial core of Kennesaw, Georgia, featuring local shops, restaurants, and community events centered around its small-town main street.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Downtown Kennesaw
Target entity description: Downtown Kennesaw is the historic and commercial core of Kennesaw, Georgia, featuring local shops, restaurants, and community events centered around its small-town main street.
  • A. Downtown Decatur
    Downtown Decatur is the central business and cultural district of Decatur, Alabama, known for its historic architecture, local shops, restaurants, and entertainment venues.
  • B. Kennesaw, Georgia chosen
    Kennesaw, Georgia is a suburban city in Cobb County northwest of Atlanta, known for its Civil War history, including the nearby Kennesaw Mountain National Battlefield Park.
  • C. Vinings, Georgia
    Vinings, Georgia is an affluent unincorporated community and census-designated place just northwest of Atlanta, known for its upscale residential areas, shopping, and proximity to the Chattahoochee River.
  • D. Downtown Calhoun
    Downtown Calhoun is the historic commercial and cultural center of Calhoun, Georgia, featuring local shops, restaurants, and preserved architecture.
  • E. Midtown South
    Midtown South is a central Manhattan commercial and residential district known for its dense office buildings, hotels, and proximity to major transit and shopping hubs.
  • F. None of above.

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_69c68a5251508190ad68df4151cfeb04 completed March 27, 2026, 1:46 p.m.
NER Named-entity recognition batch_69c6ef1a7a3c81909504eb711056f302 completed March 27, 2026, 8:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7eefcd7148190818d581cbde9aff1 completed March 28, 2026, 3:08 p.m.
NEDg Description generation batch_69c7ef95787c819086684c4286166b43 completed March 28, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69c7f0644ebc8190971075d75e3a76d0 completed March 28, 2026, 3:14 p.m.
Created at: March 27, 2026, 3:02 p.m.