Triple
T2088269
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oakland City Council |
E32605
|
entity |
| Predicate | appliesLaw |
P125
|
FINISHED |
| Object | Oakland Municipal Code |
E232478
|
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 Municipal Code | Statement: [Oakland City Council, appliesLaw, Oakland Municipal Code]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oakland Municipal Code Context triple: [Oakland City Council, appliesLaw, Oakland Municipal Code]
-
A.
Oakland Municipal Code
chosen
The Oakland Municipal Code is the comprehensive collection of local laws and regulations governing the City of Oakland, California.
-
B.
Charter of the City of Oakland
The Charter of the City of Oakland is the city’s foundational governing document that defines the structure, powers, and responsibilities of Oakland’s municipal government and its elected officials.
-
C.
Portland City Code
Portland City Code is the compilation of municipal laws and regulations that govern the City of Portland, Oregon.
-
D.
San Francisco Municipal Code
The San Francisco Municipal Code is the comprehensive collection of local laws and regulations governing the City and County of San Francisco.
-
E.
San Francisco Administrative Code
The San Francisco Administrative Code is the body of local laws and regulations that organizes and governs the structure, procedures, and operations of San Francisco’s city government and its agencies.
- 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_69a885eba0708190999696a45cbec816 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abba712388819091d68a4bb99f6b17 |
completed | March 7, 2026, 5:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae3058a7b48190879edde4d97ca102 |
completed | March 9, 2026, 2:28 a.m. |
Created at: March 4, 2026, 7:43 p.m.