Triple

T1163594
Position Surface form Disambiguated ID Type / Status
Subject Sandy Springs, Georgia E24547 entity
Predicate hasGovernmentBuilding P9045 FINISHED
Object Sandy Springs City Hall
Sandy Springs City Hall is the primary municipal government building and administrative center for the city of Sandy Springs, Georgia.
 E133511 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: Sandy Springs City Hall | Statement: [Sandy Springs, Georgia, hasGovernmentBuilding, Sandy Springs City Hall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sandy Springs City Hall
Context triple: [Sandy Springs, Georgia, hasGovernmentBuilding, Sandy Springs City Hall]
  • A. Atlanta City Hall
    Atlanta City Hall is the primary municipal government building of Atlanta, Georgia, housing the mayor’s office and key city administrative functions.
  • B. Georgia State Capitol
    The Georgia State Capitol is the historic domed building that houses the state’s government offices and legislative chambers in downtown Atlanta.
  • C. Sandy Springs, Georgia, United States
    Sandy Springs, Georgia, United States is a suburban city just north of Atlanta known for its affluent residential communities and corporate headquarters.
  • D. Waverly Hall, Georgia
    Waverly Hall, Georgia is a small town in west-central Georgia known for its rural character and location within the Columbus metropolitan area.
  • E. Mason District Governmental Center
    Mason District Governmental Center is a local government facility in Fairfax County, Virginia, that houses administrative offices and public services for the Mason District community.
  • 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: Sandy Springs City Hall
Triple: [Sandy Springs, Georgia, hasGovernmentBuilding, Sandy Springs City Hall]
Generated description
Sandy Springs City Hall is the primary municipal government building and administrative center for the city of Sandy Springs, Georgia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sandy Springs City Hall
Target entity description: Sandy Springs City Hall is the primary municipal government building and administrative center for the city of Sandy Springs, Georgia.
  • A. Atlanta City Hall
    Atlanta City Hall is the primary municipal government building of Atlanta, Georgia, housing the mayor’s office and key city administrative functions.
  • B. Georgia State Capitol
    The Georgia State Capitol is the historic domed building that houses the state’s government offices and legislative chambers in downtown Atlanta.
  • C. Sandy Springs, Georgia, United States
    Sandy Springs, Georgia, United States is a suburban city just north of Atlanta known for its affluent residential communities and corporate headquarters.
  • D. Waverly Hall, Georgia
    Waverly Hall, Georgia is a small town in west-central Georgia known for its rural character and location within the Columbus metropolitan area.
  • E. Mason District Governmental Center
    Mason District Governmental Center is a local government facility in Fairfax County, Virginia, that houses administrative offices and public services for the Mason District community.
  • 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_69a494060e148190abb42f971242c197 completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bcc9dc5081908e225a485186ab12 completed March 1, 2026, 10:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac66803e0881908d2eea76dad028fa completed March 7, 2026, 5:55 p.m.
NEDg Description generation batch_69ac670b57808190bee4aa0be78ae8a1 completed March 7, 2026, 5:57 p.m.
NED2 Entity disambiguation (via description) batch_69ac67e981e88190b10ad4ab72337557 completed March 7, 2026, 6:01 p.m.
Created at: March 1, 2026, 7:45 p.m.