Triple

T773291
Position Surface form Disambiguated ID Type / Status
Subject Budget and Finance Committee E16329 entity
Predicate relatedTo P37 FINISHED
Object San Francisco Office of the Budget and Legislative Analyst
The San Francisco Office of the Budget and Legislative Analyst is a nonpartisan city agency that provides fiscal analysis, policy research, and legislative support to the San Francisco Board of Supervisors.
E101487 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: San Francisco Office of the Budget and Legislative Analyst | Statement: [Budget and Finance Committee, relatedTo, San Francisco Office of the Budget and Legislative Analyst]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: San Francisco Office of the Budget and Legislative Analyst
Context triple: [Budget and Finance Committee, relatedTo, San Francisco Office of the Budget and Legislative Analyst]
  • A. Office of the Controller of the City and County of San Francisco
    The Office of the Controller of the City and County of San Francisco is the independent financial watchdog and chief accounting office responsible for auditing, budgeting, and overseeing the city’s fiscal integrity and performance.
  • B. San Francisco Office of Economic and Workforce Development
    The San Francisco Office of Economic and Workforce Development is a city agency that promotes job creation, supports local businesses, and coordinates workforce development programs to strengthen San Francisco’s economy.
  • C. San Francisco Planning Department
    The San Francisco Planning Department is the city agency responsible for guiding land use, urban design, and long-range planning to shape San Francisco’s physical development.
  • D. Office of the Treasurer & Tax Collector of San Francisco
    The Office of the Treasurer & Tax Collector of San Francisco is the municipal department responsible for managing the city’s finances, including revenue collection, cash and investment management, and the administration of local taxes and fees.
  • E. San Francisco Office of the City Attorney
    The San Francisco Office of the City Attorney is the municipal law office that provides legal counsel, representation, and services to the City and County of San Francisco and its officials.
  • 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: San Francisco Office of the Budget and Legislative Analyst
Triple: [Budget and Finance Committee, relatedTo, San Francisco Office of the Budget and Legislative Analyst]
Generated description
The San Francisco Office of the Budget and Legislative Analyst is a nonpartisan city agency that provides fiscal analysis, policy research, and legislative support to the San Francisco Board of Supervisors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: San Francisco Office of the Budget and Legislative Analyst
Target entity description: The San Francisco Office of the Budget and Legislative Analyst is a nonpartisan city agency that provides fiscal analysis, policy research, and legislative support to the San Francisco Board of Supervisors.
  • A. Office of the Controller of the City and County of San Francisco
    The Office of the Controller of the City and County of San Francisco is the independent financial watchdog and chief accounting office responsible for auditing, budgeting, and overseeing the city’s fiscal integrity and performance.
  • B. San Francisco Office of Economic and Workforce Development
    The San Francisco Office of Economic and Workforce Development is a city agency that promotes job creation, supports local businesses, and coordinates workforce development programs to strengthen San Francisco’s economy.
  • C. San Francisco Planning Department
    The San Francisco Planning Department is the city agency responsible for guiding land use, urban design, and long-range planning to shape San Francisco’s physical development.
  • D. Office of the Treasurer & Tax Collector of San Francisco
    The Office of the Treasurer & Tax Collector of San Francisco is the municipal department responsible for managing the city’s finances, including revenue collection, cash and investment management, and the administration of local taxes and fees.
  • E. San Francisco Office of the City Attorney
    The San Francisco Office of the City Attorney is the municipal law office that provides legal counsel, representation, and services to the City and County of San Francisco and its officials.
  • 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_69a49369a0848190af883934cee3db4c completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a72eda6c81908205ae5a1e05cc20 completed March 1, 2026, 8:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7a3adf1d88190acec593f0aca1ec0 completed March 4, 2026, 3:14 a.m.
NEDg Description generation batch_69a7a5aeb480819081fc1bebc67f8341 completed March 4, 2026, 3:23 a.m.
NED2 Entity disambiguation (via description) batch_69a7a63d9ca88190b9389a80283f8356 completed March 4, 2026, 3:25 a.m.
Created at: March 1, 2026, 7:37 p.m.