Triple

T5007791
Position Surface form Disambiguated ID Type / Status
Subject San Francisco Bay Conservation and Development Commission E112538 entity
Predicate legalBasis P125 FINISHED
Object San Francisco Bay Plan
The San Francisco Bay Plan is a comprehensive policy and regulatory framework that guides land use, conservation, and development around San Francisco Bay to protect its environmental and public resources.
E112538 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 Bay Plan | Statement: [San Francisco Bay Conservation and Development Commission, legalBasis, San Francisco Bay Plan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: San Francisco Bay Plan
Context triple: [San Francisco Bay Conservation and Development Commission, legalBasis, San Francisco Bay Plan]
  • A. Bay-Delta Conservation Plan
    The Bay-Delta Conservation Plan is a large-scale habitat conservation and water management initiative aimed at restoring ecological health and improving water supply reliability in California’s Sacramento–San Joaquin River Delta.
  • B. San Francisco Bay Conservation and Development Commission
    The San Francisco Bay Conservation and Development Commission is a California state agency responsible for protecting, enhancing, and overseeing sustainable development and public access along the San Francisco Bay and its shoreline.
  • C. California Coastal Act of 1976
    The California Coastal Act of 1976 is a landmark state law that establishes comprehensive protections and planning controls for California’s coastal zone to preserve coastal resources, public access, and environmental quality.
  • D. Sacramento–San Joaquin Delta Reform Act of 2009
    The Sacramento–San Joaquin Delta Reform Act of 2009 is a California state law that overhauled management of the Sacramento–San Joaquin Delta to improve water supply reliability and protect, restore, and enhance the Delta ecosystem.
  • E. Los Angeles River Revitalization Master Plan
    The Los Angeles River Revitalization Master Plan is a long-term urban planning and environmental restoration initiative aimed at transforming the Los Angeles River corridor into a connected network of parks, habitats, and community spaces.
  • 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 Bay Plan
Triple: [San Francisco Bay Conservation and Development Commission, legalBasis, San Francisco Bay Plan]
Generated description
The San Francisco Bay Plan is a comprehensive policy and regulatory framework that guides land use, conservation, and development around San Francisco Bay to protect its environmental and public resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: San Francisco Bay Plan
Target entity description: The San Francisco Bay Plan is a comprehensive policy and regulatory framework that guides land use, conservation, and development around San Francisco Bay to protect its environmental and public resources.
  • A. Bay-Delta Conservation Plan
    The Bay-Delta Conservation Plan is a large-scale habitat conservation and water management initiative aimed at restoring ecological health and improving water supply reliability in California’s Sacramento–San Joaquin River Delta.
  • B. San Francisco Bay Conservation and Development Commission chosen
    The San Francisco Bay Conservation and Development Commission is a California state agency responsible for protecting, enhancing, and overseeing sustainable development and public access along the San Francisco Bay and its shoreline.
  • C. California Coastal Act of 1976
    The California Coastal Act of 1976 is a landmark state law that establishes comprehensive protections and planning controls for California’s coastal zone to preserve coastal resources, public access, and environmental quality.
  • D. Sacramento–San Joaquin Delta Reform Act of 2009
    The Sacramento–San Joaquin Delta Reform Act of 2009 is a California state law that overhauled management of the Sacramento–San Joaquin Delta to improve water supply reliability and protect, restore, and enhance the Delta ecosystem.
  • E. Los Angeles River Revitalization Master Plan
    The Los Angeles River Revitalization Master Plan is a long-term urban planning and environmental restoration initiative aimed at transforming the Los Angeles River corridor into a connected network of parks, habitats, and community spaces.
  • 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_69bd4433d0b08190877e83959ef40d81 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd72e8a0308190a47d81943ad85bba completed March 20, 2026, 4:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69be9266314881909dfb710c5b5c8f65 completed March 21, 2026, 12:43 p.m.
NEDg Description generation batch_69be93cfbe2881908cf97dd9ec5d28b5 completed March 21, 2026, 12:49 p.m.
NED2 Entity disambiguation (via description) batch_69be9448b5148190903775d394a095f0 completed March 21, 2026, 12:51 p.m.
Created at: March 20, 2026, 1:35 p.m.