Triple

T9626529
Position Surface form Disambiguated ID Type / Status
Subject Oakland Municipal Code E232478 entity
Predicate publisher P29 FINISHED
Object 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.
E811376 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 City Clerk | Statement: [Oakland Municipal Code, publisher, Oakland City Clerk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oakland City Clerk
Context triple: [Oakland Municipal Code, publisher, Oakland City Clerk]
  • A. 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.
  • B. Oakland City Attorney
    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.
  • C. Oakland City Council Vice Mayor
    The Oakland City Council Vice Mayor is a councilmember selected to serve as the council’s second-highest-ranking official, often presiding in the mayor’s absence and helping lead legislative and policy initiatives for the City of Oakland.
  • D. Oakland City Council President
    The Oakland City Council President is the elected leader of Oakland’s city council who presides over meetings, sets legislative agendas, and plays a key role in shaping municipal policy and governance.
  • E. Office of the Mayor of Oakland
    The Office of the Mayor of Oakland is the chief executive office of the city, responsible for leading municipal policy, administration, and strategic direction for 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 City Clerk
Triple: [Oakland Municipal Code, publisher, Oakland City Clerk]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oakland City Clerk
Target entity description: 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.
  • A. 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.
  • B. Oakland City Attorney
    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.
  • C. Oakland City Council Vice Mayor
    The Oakland City Council Vice Mayor is a councilmember selected to serve as the council’s second-highest-ranking official, often presiding in the mayor’s absence and helping lead legislative and policy initiatives for the City of Oakland.
  • D. Oakland City Council President
    The Oakland City Council President is the elected leader of Oakland’s city council who presides over meetings, sets legislative agendas, and plays a key role in shaping municipal policy and governance.
  • E. Office of the Mayor of Oakland
    The Office of the Mayor of Oakland is the chief executive office of the city, responsible for leading municipal policy, administration, and strategic direction for 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_69d182291c34819099f3f43769849c5d completed April 4, 2026, 9:27 p.m.
NEDg Description generation batch_69d182cb723881909f29b6a875e99da1 completed April 4, 2026, 9:29 p.m.
NED2 Entity disambiguation (via description) batch_69d1833692788190990ad426b6502488 completed April 4, 2026, 9:31 p.m.
Created at: March 30, 2026, 8:10 p.m.