Triple

T9626447
Position Surface form Disambiguated ID Type / Status
Subject Oakland City Council President E232476 entity
Predicate cooperatesWith P435 FINISHED
Object 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.
E809878 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 Administrator | Statement: [Oakland City Council President, cooperatesWith, Oakland City Administrator]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oakland City Administrator
Context triple: [Oakland City Council President, cooperatesWith, Oakland City Administrator]
  • A. 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.
  • B. Mayor of Oakland
    The Mayor of Oakland is the elected chief executive of the City of Oakland, responsible for providing leadership, overseeing city administration, and representing the city in regional and national 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. City Manager of Berkeley
    The City Manager of Berkeley is the chief administrative official responsible for implementing city policies, managing municipal operations, and advising the Berkeley City Council.
  • E. City Administrator of San Francisco
    The City Administrator of San Francisco is a high-ranking municipal executive responsible for overseeing the city’s administrative operations, services, and long-term planning.
  • 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 Administrator
Triple: [Oakland City Council President, cooperatesWith, Oakland City Administrator]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oakland City Administrator
Target entity description: 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.
  • A. 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.
  • B. Mayor of Oakland
    The Mayor of Oakland is the elected chief executive of the City of Oakland, responsible for providing leadership, overseeing city administration, and representing the city in regional and national 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. City Manager of Berkeley
    The City Manager of Berkeley is the chief administrative official responsible for implementing city policies, managing municipal operations, and advising the Berkeley City Council.
  • E. City Administrator of San Francisco
    The City Administrator of San Francisco is a high-ranking municipal executive responsible for overseeing the city’s administrative operations, services, and long-term planning.
  • 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.