Triple
T16992306
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Atlanta government |
E412221
|
entity |
| Predicate | hasOffice |
P1268
|
FINISHED |
| Object |
Office of the City Auditor
The Office of the City Auditor is an independent oversight agency within Atlanta’s municipal government that evaluates city operations, finances, and programs to promote accountability and efficiency.
|
E1245055
|
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 Auditor | Statement: [City of Atlanta government, hasOffice, Office of the City Auditor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Office of the City Auditor Context triple: [City of Atlanta government, hasOffice, Office of the City Auditor]
-
A.
City Controller’s Office
The City Controller’s Office is Houston’s independent financial watchdog responsible for auditing city operations, overseeing expenditures, and safeguarding the city’s fiscal integrity.
-
B.
Office of the State Comptroller
The Office of the State Comptroller is Israel’s independent national audit institution responsible for overseeing government finances, ensuring legality and efficiency in public administration, and reporting its findings to the Knesset.
-
C.
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.
-
D.
Office of the Controller of the City and County of San Francisco
The Office of the Controller of the City and County of San Francisco is the independent financial watchdog and chief accounting office responsible for auditing, budgeting, and overseeing the city’s fiscal integrity and performance.
-
E.
Mayor's Office of Operations
The Mayor's Office of Operations is a New York City mayoral agency responsible for monitoring, coordinating, and improving the performance and efficiency of city government services and initiatives.
- 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 Auditor Triple: [City of Atlanta government, hasOffice, Office of the City Auditor]
Generated description
The Office of the City Auditor is an independent oversight agency within Atlanta’s municipal government that evaluates city operations, finances, and programs to promote accountability and efficiency.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Office of the City Auditor Target entity description: The Office of the City Auditor is an independent oversight agency within Atlanta’s municipal government that evaluates city operations, finances, and programs to promote accountability and efficiency.
-
A.
City Controller’s Office
The City Controller’s Office is Houston’s independent financial watchdog responsible for auditing city operations, overseeing expenditures, and safeguarding the city’s fiscal integrity.
-
B.
Office of the State Comptroller
The Office of the State Comptroller is Israel’s independent national audit institution responsible for overseeing government finances, ensuring legality and efficiency in public administration, and reporting its findings to the Knesset.
-
C.
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.
-
D.
Office of the Controller of the City and County of San Francisco
The Office of the Controller of the City and County of San Francisco is the independent financial watchdog and chief accounting office responsible for auditing, budgeting, and overseeing the city’s fiscal integrity and performance.
-
E.
Mayor's Office of Operations
The Mayor's Office of Operations is a New York City mayoral agency responsible for monitoring, coordinating, and improving the performance and efficiency of city government services and initiatives.
- 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.