Triple
T9626544
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oakland Municipal Code |
E232478
|
entity |
| Predicate | enforcedBy |
P1115
|
FINISHED |
| Object | Oakland City Attorney |
E809880
|
NE FINISHED |
How this triple was built (2 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 City Attorney | Statement: [Oakland Municipal Code, enforcedBy, Oakland City Attorney]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oakland City Attorney Context triple: [Oakland Municipal Code, enforcedBy, Oakland City Attorney]
-
A.
Oakland City Attorney
chosen
The Oakland City Attorney is the chief legal officer for the City of Oakland, responsible for providing legal counsel to city officials, drafting and reviewing legislation and contracts, and representing the city in civil legal matters.
-
B.
Oakland City Clerk
The Oakland City Clerk is the municipal office responsible for maintaining official city records, managing legislative processes, and providing public access to government documents in Oakland, California.
-
C.
Oakland City Auditor
The Oakland City Auditor is an independent elected official responsible for overseeing audits and ensuring accountability and transparency in the City of Oakland’s government operations and finances.
-
D.
Oakland City Administrator
The Oakland City Administrator is the chief executive official responsible for managing the City of Oakland’s day-to-day operations, implementing policies set by the City Council, and overseeing city departments and services.
-
E.
City Attorney of San Francisco
The City Attorney of San Francisco is the chief legal officer for the City and County of San Francisco, responsible for providing legal counsel to city officials and agencies and representing the municipality in civil legal matters.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d189f7ea448190b9fe123589a9f3c5 |
completed | April 4, 2026, 10 p.m. |
Created at: March 30, 2026, 8:10 p.m.