Triple
T16992289
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Atlanta government |
E412221
|
entity |
| Predicate | hasOffice |
P1268
|
FINISHED |
| Object |
City Attorney’s Office
The City Attorney’s Office is the legal department of the City of Atlanta, responsible for providing legal counsel to city officials, drafting and reviewing legislation and contracts, and representing the city in legal matters.
|
E1245040
|
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: City Attorney’s Office | Statement: [City of Atlanta government, hasOffice, City Attorney’s Office]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City Attorney’s Office Context triple: [City of Atlanta government, hasOffice, City Attorney’s Office]
-
A.
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.
-
B.
City Administrator’s Office of San Francisco
The City Administrator’s Office of San Francisco is a central municipal agency responsible for overseeing key city operations, services, and departments to ensure effective governance and public service delivery.
-
C.
Dallas City Attorney’s Office
The Dallas City Attorney’s Office is the municipal legal department responsible for providing legal counsel to the City of Dallas, representing it in civil and criminal matters, and enforcing city laws and ordinances.
-
D.
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.
-
E.
San Francisco Office of the City Attorney
The San Francisco Office of the City Attorney is the municipal law office that provides legal counsel, representation, and services to the City and County of San Francisco and its officials.
- 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: City Attorney’s Office Triple: [City of Atlanta government, hasOffice, City Attorney’s Office]
Generated description
The City Attorney’s Office is the legal department of the City of Atlanta, responsible for providing legal counsel to city officials, drafting and reviewing legislation and contracts, and representing the city in legal matters.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: City Attorney’s Office Target entity description: The City Attorney’s Office is the legal department of the City of Atlanta, responsible for providing legal counsel to city officials, drafting and reviewing legislation and contracts, and representing the city in legal matters.
-
A.
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.
-
B.
City Administrator’s Office of San Francisco
The City Administrator’s Office of San Francisco is a central municipal agency responsible for overseeing key city operations, services, and departments to ensure effective governance and public service delivery.
-
C.
Dallas City Attorney’s Office
The Dallas City Attorney’s Office is the municipal legal department responsible for providing legal counsel to the City of Dallas, representing it in civil and criminal matters, and enforcing city laws and ordinances.
-
D.
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.
-
E.
San Francisco Office of the City Attorney
The San Francisco Office of the City Attorney is the municipal law office that provides legal counsel, representation, and services to the City and County of San Francisco and its officials.
- 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.