Triple

T18743220
Position Surface form Disambiguated ID Type / Status
Subject San Francisco Planning Code E458341 entity
Predicate enforcedBy P1115 FINISHED
Object San Francisco Zoning Administrator
The San Francisco Zoning Administrator is the city official responsible for interpreting and applying local zoning regulations, reviewing development proposals, and issuing land use determinations within San Francisco.
E1339521 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 Zoning Administrator | Statement: [San Francisco Planning Code, enforcedBy, San Francisco Zoning Administrator]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: San Francisco Zoning Administrator
Context triple: [San Francisco Planning Code, enforcedBy, San Francisco Zoning Administrator]
  • A. Assessor-Recorder of San Francisco
    The Assessor-Recorder of San Francisco is the elected official responsible for valuing property for tax purposes and maintaining public records of real estate and other official documents in the City and County of San Francisco.
  • B. City Attorney of San Francisco
    The City Attorney of San Francisco is the chief legal officer for the City and County of San Francisco, responsible for providing legal counsel to city officials and agencies and representing the municipality in civil legal matters.
  • C. 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.
  • D. City Controller of San Francisco
    The City Controller of San Francisco is the chief financial officer and auditor for the city and county, responsible for overseeing budgeting, financial reporting, and fiscal integrity of local government operations.
  • E. 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.
  • 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 Zoning Administrator
Triple: [San Francisco Planning Code, enforcedBy, San Francisco Zoning Administrator]
Generated description
The San Francisco Zoning Administrator is the city official responsible for interpreting and applying local zoning regulations, reviewing development proposals, and issuing land use determinations within San Francisco.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: San Francisco Zoning Administrator
Target entity description: The San Francisco Zoning Administrator is the city official responsible for interpreting and applying local zoning regulations, reviewing development proposals, and issuing land use determinations within San Francisco.
  • A. Assessor-Recorder of San Francisco
    The Assessor-Recorder of San Francisco is the elected official responsible for valuing property for tax purposes and maintaining public records of real estate and other official documents in the City and County of San Francisco.
  • B. City Attorney of San Francisco
    The City Attorney of San Francisco is the chief legal officer for the City and County of San Francisco, responsible for providing legal counsel to city officials and agencies and representing the municipality in civil legal matters.
  • C. 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.
  • D. City Controller of San Francisco
    The City Controller of San Francisco is the chief financial officer and auditor for the city and county, responsible for overseeing budgeting, financial reporting, and fiscal integrity of local government operations.
  • E. 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.
  • 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_69d8d394dc308190b6725073f5db324c completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e57690a4d081908ab4c3890bb07e86 completed April 20, 2026, 12:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a053267cf6c8190be105bc4a00d58ef completed May 14, 2026, 2:24 a.m.
NEDg Description generation batch_6a05333ba5ac81908a09a93ce00ff1a9 completed May 14, 2026, 2:28 a.m.
NED2 Entity disambiguation (via description) batch_6a0533d4783c8190a29da50953580177 completed May 14, 2026, 2:30 a.m.
Created at: April 10, 2026, 11:51 a.m.