Triple

T4162273
Position Surface form Disambiguated ID Type / Status
Subject San Francisco Administrative Code E91556 entity
Predicate distinguishedFrom P1612 FINISHED
Object San Francisco Planning Code
The San Francisco Planning Code is the body of local law that regulates land use, development standards, and zoning within 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 Planning Code | Statement: [San Francisco Administrative Code, distinguishedFrom, San Francisco Planning Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: San Francisco Planning Code
Context triple: [San Francisco Administrative Code, distinguishedFrom, San Francisco Planning 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. 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.
  • 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. San Francisco Planning Commission
    The San Francisco Planning Commission is a city body that oversees land use, development proposals, and long-term urban planning policies for San Francisco.
  • E. Oakland Municipal Code
    The Oakland Municipal Code is the comprehensive collection of local laws and regulations governing the City of Oakland, California.
  • 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 Planning Code
Triple: [San Francisco Administrative Code, distinguishedFrom, San Francisco Planning Code]
Generated description
The San Francisco Planning Code is the body of local law that regulates land use, development standards, and zoning within the City and County of San Francisco.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: San Francisco Planning Code
Target entity description: The San Francisco Planning Code is the body of local law that regulates land use, development standards, and zoning within 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. San Francisco Municipal Code chosen
    The San Francisco Municipal Code is the comprehensive collection of local laws and regulations governing the City and County of San Francisco.
  • 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. San Francisco Planning Commission
    The San Francisco Planning Commission is a city body that oversees land use, development proposals, and long-term urban planning policies for San Francisco.
  • E. Oakland Municipal Code
    The Oakland Municipal Code is the comprehensive collection of local laws and regulations governing the City of Oakland, California.
  • F. None of above.

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_69aed9626ebc8190a39de631788bea3e completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af02a811608190aff8b663498711e8 completed March 9, 2026, 5:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69b589e9ff288190a8dfb62d32a330b5 completed March 14, 2026, 4:16 p.m.
NEDg Description generation batch_69b58ae74ef481908a21ab5f649750e3 completed March 14, 2026, 4:20 p.m.
NED2 Entity disambiguation (via description) batch_69b58b7aad248190ac4f25fb424e9217 completed March 14, 2026, 4:23 p.m.
Created at: March 9, 2026, 3:44 p.m.