Triple

T16992307
Position Surface form Disambiguated ID Type / Status
Subject City of Atlanta government E412221 entity
Predicate hasOffice P1268 FINISHED
Object Office of the City Clerk
The Office of the City Clerk is the municipal agency responsible for maintaining official records, managing legislative documentation, and supporting the governance processes of the City of Atlanta.
 E1245056 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: Office of the City Clerk | Statement: [City of Atlanta government, hasOffice, Office of the City Clerk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Office of the City Clerk
Context triple: [City of Atlanta government, hasOffice, Office of the City Clerk]
  • A. Office of the Town Clerk
    The Office of the Town Clerk is a municipal administrative department responsible for maintaining official records, overseeing public documentation, and supporting legislative and civic processes within the Town of Hempstead government.
  • B. Clerk’s Office
    The Clerk’s Office is the administrative division of the Circuit Court for Baltimore County responsible for maintaining court records, processing legal filings, and providing public access to court services.
  • C. Clerk’s Office
    The Clerk’s Office is the administrative division of the Superior Court of the District of Columbia responsible for maintaining court records, processing filings, and supporting the court’s daily operations.
  • D. Clerk’s Office
    The Clerk’s Office is a municipal department responsible for maintaining official records, managing public documents, and supporting administrative functions for Hanover Township.
  • E. City Secretary’s Office
    The City Secretary’s Office is a municipal government department responsible for maintaining official city records, managing public meetings and agendas, and overseeing various administrative and legislative processes.
  • 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: Office of the City Clerk
Triple: [City of Atlanta government, hasOffice, Office of the City Clerk]
Generated description
The Office of the City Clerk is the municipal agency responsible for maintaining official records, managing legislative documentation, and supporting the governance processes of the City of Atlanta.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Office of the City Clerk
Target entity description: The Office of the City Clerk is the municipal agency responsible for maintaining official records, managing legislative documentation, and supporting the governance processes of the City of Atlanta.
  • A. Office of the Town Clerk
    The Office of the Town Clerk is a municipal administrative department responsible for maintaining official records, overseeing public documentation, and supporting legislative and civic processes within the Town of Hempstead government.
  • B. Clerk’s Office
    The Clerk’s Office is the administrative division of the Circuit Court for Baltimore County responsible for maintaining court records, processing legal filings, and providing public access to court services.
  • C. Clerk’s Office
    The Clerk’s Office is the administrative division of the Superior Court of the District of Columbia responsible for maintaining court records, processing filings, and supporting the court’s daily operations.
  • D. Clerk’s Office
    The Clerk’s Office is a municipal department responsible for maintaining official records, managing public documents, and supporting administrative functions for Hanover Township.
  • E. City Secretary’s Office
    The City Secretary’s Office is a municipal government department responsible for maintaining official city records, managing public meetings and agendas, and overseeing various administrative and legislative processes.
  • 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_69d886cb581c8190ab05f4b429c9cd85 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d283d2388190a78bf8d179e83fdc completed April 18, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00dc14d5688190945f7ae72f724922 completed May 10, 2026, 7:27 p.m.
NEDg Description generation batch_6a0114d5aeb0819086f1a5d279ac0d0f completed May 10, 2026, 11:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0115c967b0819088e2335fd45d755b completed May 10, 2026, 11:33 p.m.
Created at: April 10, 2026, 5:32 a.m.