Triple

T773191
Position Surface form Disambiguated ID Type / Status
Subject Government of San Francisco E16327 entity
Predicate appliesLegalSystem P605 FINISHED
Object San Francisco Municipal Code
The San Francisco Municipal Code is the comprehensive collection of local laws and regulations governing the City and County of San Francisco.
E92286 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 Municipal Code | Statement: [Government of San Francisco, appliesLegalSystem, San Francisco Municipal Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: San Francisco Municipal Code
Context triple: [Government of San Francisco, appliesLegalSystem, San Francisco Municipal Code]
  • A. 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.
  • B. Charter of the City and County of San Francisco
    The Charter of the City and County of San Francisco is the foundational governing document that establishes the structure, powers, and responsibilities of San Francisco’s municipal government.
  • C. Rules of Order of the San Francisco Board of Supervisors
    The Rules of Order of the San Francisco Board of Supervisors are the formal procedural guidelines that govern how the Board and its committees conduct their legislative meetings, debates, and decision-making processes.
  • D. Los Angeles Municipal Code
    The Los Angeles Municipal Code is the comprehensive collection of local laws and regulations governing activities, land use, public safety, and conduct within the City of Los Angeles.
  • 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 Municipal Code
Triple: [Government of San Francisco, appliesLegalSystem, San Francisco Municipal Code]
Generated description
The San Francisco Municipal Code is the comprehensive collection of local laws and regulations governing the City and County of San Francisco.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: San Francisco Municipal Code
Target entity description: The San Francisco Municipal Code is the comprehensive collection of local laws and regulations governing the City and County of San Francisco.
  • A. 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.
  • B. Charter of the City and County of San Francisco
    The Charter of the City and County of San Francisco is the foundational governing document that establishes the structure, powers, and responsibilities of San Francisco’s municipal government.
  • C. Rules of Order of the San Francisco Board of Supervisors
    The Rules of Order of the San Francisco Board of Supervisors are the formal procedural guidelines that govern how the Board and its committees conduct their legislative meetings, debates, and decision-making processes.
  • D. Los Angeles Municipal Code
    The Los Angeles Municipal Code is the comprehensive collection of local laws and regulations governing activities, land use, public safety, and conduct within the City of Los Angeles.
  • 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_69a66d9b8b308190b19378e797f499b1 completed March 3, 2026, 5:11 a.m.
NEDg Description generation batch_69a66f2fb9a081908de794b20b6451b6 completed March 3, 2026, 5:18 a.m.
NED2 Entity disambiguation (via description) batch_69a66fcc9208819082e7fd20f991622c completed March 3, 2026, 5:21 a.m.
Created at: March 1, 2026, 7:37 p.m.