Triple

T22807206
Position Surface form Disambiguated ID Type / Status
Subject City of Hesperia Planning Area E564568 entity
Predicate relatedTo P37 FINISHED
Object Hesperia General Plan Land Use Element NE NERFINISHED

How this triple was built (3 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: Hesperia General Plan Land Use Element | Statement: [City of Hesperia Planning Area, relatedTo, Hesperia General Plan Land Use Element]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hesperia General Plan Land Use Element
Context triple: [City of Hesperia Planning Area, relatedTo, Hesperia General Plan Land Use Element]
  • A. City of Hesperia Planning Area
    The City of Hesperia Planning Area is the designated geographic region surrounding and including Hesperia, California, within which the city guides land use, development, and long-term urban planning.
  • B. Los Angeles General Plan
    The Los Angeles General Plan is the city’s overarching long-range policy document that guides land use, development, and growth across all its community plan areas.
  • C. Platinum Triangle Master Land Use Plan
    The Platinum Triangle Master Land Use Plan is a comprehensive planning document that guides land use, development intensity, and urban design for the Platinum Triangle district in Anaheim, California.
  • D. City of San Diego General Plan
    The City of San Diego General Plan is the city’s long-range policy document that guides land use, development, and growth management across all planning areas within San Diego.
  • E. Verdugo Mountains open space network
    The Verdugo Mountains open space network is a connected system of protected natural areas and parks in the Verdugo Mountains of Southern California, preserved for recreation, wildlife habitat, and scenic open space.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hesperia General Plan Land Use Element
Target entity description: The Hesperia General Plan Land Use Element is a key planning document that guides how land within the City of Hesperia’s planning area is designated, developed, and conserved over the long term.
  • A. City of Hesperia Planning Area chosen
    The City of Hesperia Planning Area is the designated geographic region surrounding and including Hesperia, California, within which the city guides land use, development, and long-term urban planning.
  • B. Los Angeles General Plan
    The Los Angeles General Plan is the city’s overarching long-range policy document that guides land use, development, and growth across all its community plan areas.
  • C. Platinum Triangle Master Land Use Plan
    The Platinum Triangle Master Land Use Plan is a comprehensive planning document that guides land use, development intensity, and urban design for the Platinum Triangle district in Anaheim, California.
  • D. City of San Diego General Plan
    The City of San Diego General Plan is the city’s long-range policy document that guides land use, development, and growth management across all planning areas within San Diego.
  • E. Verdugo Mountains open space network
    The Verdugo Mountains open space network is a connected system of protected natural areas and parks in the Verdugo Mountains of Southern California, preserved for recreation, wildlife habitat, and scenic open space.
  • F. None of above.

Provenance (2 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_69e245823f4c8190ade442cdcc2c224a completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17d5d41dc819081912d9e29828bfb completed April 29, 2026, 3:39 a.m.
Created at: April 17, 2026, 3:32 p.m.