Triple

T16992290
Position Surface form Disambiguated ID Type / Status
Subject City of Atlanta government E412221 entity
Predicate hasOffice P1268 FINISHED
Object Department of Finance
The Department of Finance is a municipal agency responsible for managing the City of Atlanta’s financial operations, including budgeting, revenue collection, and fiscal planning.
E1245041 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: Department of Finance | Statement: [City of Atlanta government, hasOffice, Department of Finance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Finance
Context triple: [City of Atlanta government, hasOffice, Department of Finance]
  • A. Department of Finance
    The Department of Finance is an academic unit within the Isenberg School of Management that focuses on teaching and research in financial theory, markets, and decision-making.
  • B. Department of Finance
    The Department of Finance is an academic unit within the Lazaridis School of Business and Economics that focuses on teaching and research in financial theory, markets, and decision-making.
  • C. Department of Finance
    The Department of Finance is an academic unit within Fisher College of Business that focuses on teaching and research in financial theory, markets, and corporate finance.
  • D. Department of Finance
    The Department of Finance is an academic unit specializing in finance education and research within the E. J. Ourso College of Business at Louisiana State University.
  • E. Department of Finance
    The Department of Finance is an academic unit within the Haslam College of Business that focuses on teaching and research in financial management, markets, and institutions.
  • 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: Department of Finance
Triple: [City of Atlanta government, hasOffice, Department of Finance]
Generated description
The Department of Finance is a municipal agency responsible for managing the City of Atlanta’s financial operations, including budgeting, revenue collection, and fiscal planning.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Finance
Target entity description: The Department of Finance is a municipal agency responsible for managing the City of Atlanta’s financial operations, including budgeting, revenue collection, and fiscal planning.
  • A. Department of Finance
    The Department of Finance is a government agency responsible for managing a country's fiscal policy, revenue generation, and overall financial administration.
  • B. Department of Finance
    The Department of Finance is the Irish government ministry responsible for managing the state's economic, budgetary, and financial policy.
  • C. Department of Finance
    The Department of Finance is a Prince William County government agency responsible for managing the county’s financial operations, including budgeting, revenue collection, and fiscal reporting.
  • D. Department of Finance
    The Department of Finance is the Philippine government agency responsible for managing the country’s fiscal policy, revenue generation, and overall financial administration.
  • E. Department of Finance
    The Department of Finance is an Australian Government department responsible for managing federal budget processes, public sector resource management, and key aspects of government financial and asset administration.
  • 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.