Triple

T773163
Position Surface form Disambiguated ID Type / Status
Subject Government of San Francisco E16327 entity
Predicate hasAgency P3933 FINISHED
Object 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.
E91722 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 City Attorney | Statement: [Government of San Francisco, hasAgency, San Francisco Office of the City Attorney]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: San Francisco Office of the City Attorney
Context triple: [Government of San Francisco, hasAgency, San Francisco Office of the City Attorney]
  • 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 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.
  • C. San Francisco Juvenile Probation Department
    The San Francisco Juvenile Probation Department is a local government agency responsible for supervising and rehabilitating youth involved in the juvenile justice system in San Francisco.
  • D. Government of San Francisco
    The Government of San Francisco is the consolidated city-county administration that manages local legislative, executive, and municipal services for San Francisco, California.
  • E. San Francisco Department of Building Inspection
    The San Francisco Department of Building Inspection is the city agency responsible for enforcing building codes, issuing permits, and overseeing construction safety and compliance within San Francisco.
  • 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 City Attorney
Triple: [Government of San Francisco, hasAgency, San Francisco Office of the City Attorney]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: San Francisco Office of the City Attorney
Target entity description: 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.
  • 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 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.
  • C. San Francisco Juvenile Probation Department
    The San Francisco Juvenile Probation Department is a local government agency responsible for supervising and rehabilitating youth involved in the juvenile justice system in San Francisco.
  • D. Government of San Francisco
    The Government of San Francisco is the consolidated city-county administration that manages local legislative, executive, and municipal services for San Francisco, California.
  • E. San Francisco Department of Building Inspection
    The San Francisco Department of Building Inspection is the city agency responsible for enforcing building codes, issuing permits, and overseeing construction safety and compliance within San Francisco.
  • 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_69a66d994aa081908b748544f5d7f6ed completed March 3, 2026, 5:11 a.m.
NEDg Description generation batch_69a66defe41881909cdb3fe3768052ba completed March 3, 2026, 5:13 a.m.
NED2 Entity disambiguation (via description) batch_69a66e61b1348190be290f04b18e67cb completed March 3, 2026, 5:15 a.m.
Created at: March 1, 2026, 7:37 p.m.