Triple
T9626485
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Government of the City of Oakland |
E232477
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Oakland Finance Department
The Oakland Finance Department is the municipal agency responsible for managing the City of Oakland’s financial operations, including budgeting, revenue collection, and fiscal reporting.
|
E809884
|
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: Oakland Finance Department | Statement: [Government of the City of Oakland, hasPart, Oakland Finance Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oakland Finance Department Context triple: [Government of the City of Oakland, hasPart, Oakland Finance Department]
-
A.
Government of the City of Oakland
The Government of the City of Oakland is the municipal administration responsible for providing local services, enforcing city laws, and overseeing public policy and development within Oakland, California.
-
B.
Portland City Budget Office
The Portland City Budget Office is a municipal agency responsible for developing, analyzing, and monitoring the City of Portland’s budget and providing financial and policy analysis to city leaders.
-
C.
Oakland City Council
The Oakland City Council is the elected legislative body that sets policy, passes laws, and oversees the budget for the city of Oakland, California.
-
D.
Oakland Police Department
The Oakland Police Department is the municipal law enforcement agency responsible for policing the city of Oakland, California.
-
E.
Oakland Fire Department
The Oakland Fire Department is the municipal agency responsible for providing fire suppression, emergency medical services, and disaster response throughout the city of Oakland, California.
- 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: Oakland Finance Department Triple: [Government of the City of Oakland, hasPart, Oakland Finance Department]
Generated description
The Oakland Finance Department is the municipal agency responsible for managing the City of Oakland’s financial operations, including budgeting, revenue collection, and fiscal reporting.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oakland Finance Department Target entity description: The Oakland Finance Department is the municipal agency responsible for managing the City of Oakland’s financial operations, including budgeting, revenue collection, and fiscal reporting.
-
A.
Government of the City of Oakland
The Government of the City of Oakland is the municipal administration responsible for providing local services, enforcing city laws, and overseeing public policy and development within Oakland, California.
-
B.
Portland City Budget Office
The Portland City Budget Office is a municipal agency responsible for developing, analyzing, and monitoring the City of Portland’s budget and providing financial and policy analysis to city leaders.
-
C.
Oakland City Council
The Oakland City Council is the elected legislative body that sets policy, passes laws, and oversees the budget for the city of Oakland, California.
-
D.
Oakland Police Department
The Oakland Police Department is the municipal law enforcement agency responsible for policing the city of Oakland, California.
-
E.
Oakland Fire Department
The Oakland Fire Department is the municipal agency responsible for providing fire suppression, emergency medical services, and disaster response throughout the city of Oakland, California.
- 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_69ca848793ec8190a93a12383a754dc0 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9afc9144819084b208c3d04174ba |
completed | April 1, 2026, 10:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1798129dc819090a29efcbcf34b8e |
completed | April 4, 2026, 8:50 p.m. |
| NEDg | Description generation | batch_69d17a48fa188190af50e4a1b9f1653b |
completed | April 4, 2026, 8:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d17ac217188190921d08f8aa7ca833 |
completed | April 4, 2026, 8:55 p.m. |
Created at: March 30, 2026, 8:10 p.m.