Triple

T1294696
Position Surface form Disambiguated ID Type / Status
Subject Santa Barbara County E27627 entity
Predicate containsUnincorporatedArea P6345 FINISHED
Object Montecito
Montecito is an affluent unincorporated community in Southern California known for its luxury estates, celebrity residents, and scenic coastal setting near Santa Barbara.
E153354 NE FINISHED

How this triple was built (5 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: Montecito | Statement: [Santa Barbara County, containsUnincorporatedArea, Montecito]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Montecito
Context triple: [Santa Barbara County, containsUnincorporatedArea, Montecito]
  • A. Ladera Heights
    Ladera Heights is an affluent, predominantly residential community in Los Angeles County known for its hillside homes and proximity to West Los Angeles and Culver City.
  • B. Puente Hills
    Puente Hills is a low, rolling range of hills in Southern California known for its suburban communities, open-space preserves, and former large landfill site.
  • C. El Dorado Hills
    El Dorado Hills is a suburban community in Northern California known for its affluent residential neighborhoods, scenic Sierra Nevada foothill setting, and proximity to the Sacramento metropolitan area.
  • D. Rosarito
    Rosarito is a coastal resort city in northern Baja California, Mexico, known for its beaches, tourism, and proximity to the U.S. border.
  • E. Lomas de Vista Hermosa
    Lomas de Vista Hermosa is an upscale residential neighborhood in western Mexico City known for its gated communities, modern housing developments, and proximity to major business and commercial areas.
  • 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: Montecito
Triple: [Santa Barbara County, containsUnincorporatedArea, Montecito]
Generated description
Montecito is an affluent unincorporated community in Southern California known for its luxury estates, celebrity residents, and scenic coastal setting near Santa Barbara.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Montecito
Target entity description: Montecito is an affluent unincorporated community in Southern California known for its luxury estates, celebrity residents, and scenic coastal setting near Santa Barbara.
  • A. Ladera Heights
    Ladera Heights is an affluent, predominantly residential community in Los Angeles County known for its hillside homes and proximity to West Los Angeles and Culver City.
  • B. Puente Hills
    Puente Hills is a low, rolling range of hills in Southern California known for its suburban communities, open-space preserves, and former large landfill site.
  • C. El Dorado Hills
    El Dorado Hills is a suburban community in Northern California known for its affluent residential neighborhoods, scenic Sierra Nevada foothill setting, and proximity to the Sacramento metropolitan area.
  • D. Rosarito
    Rosarito is a coastal resort city in northern Baja California, Mexico, known for its beaches, tourism, and proximity to the U.S. border.
  • E. Lomas de Vista Hermosa
    Lomas de Vista Hermosa is an upscale residential neighborhood in western Mexico City known for its gated communities, modern housing developments, and proximity to major business and commercial areas.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: containsUnincorporatedArea
Context triple: [Santa Barbara County, containsUnincorporatedArea, Montecito]
  • A. hasUnincorporatedCommunity chosen
    Indicates that one administrative or geographic entity contains or is associated with an unincorporated community within its boundaries.
  • B. notIncorporatedAs
    Indicates that an entity has not been legally formed, registered, or recognized as a corporation or similar incorporated organization.
  • C. isIncorporatedPlace
    Indicates that a location is a legally established, self-governing municipal entity (such as a city, town, or village) recognized as an incorporated place.
  • D. containsUrbanArea
    Indicates that a geographic region fully or partially encompasses an urbanized area within its boundaries.
  • E. hasAdjacentMainlandArea
    Indicates that one geographic area directly borders or touches a contiguous mainland region.
  • F. None of above.

Provenance (6 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_69a496d6682881909ba658f1c1e0e2b0 completed March 1, 2026, 7:43 p.m.
NER Named-entity recognition batch_69a4c3bb3a9c81909db2ad91defd87b6 completed March 1, 2026, 10:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69acc6209a388190b9f018b63120b28c completed March 8, 2026, 12:43 a.m.
NEDg Description generation batch_69acc697fdc8819081b8e06981417064 completed March 8, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_69acc722d8608190acbef82f180b75d1 completed March 8, 2026, 12:47 a.m.
PD Predicate disambiguation batch_69a4bee64d908190b6a9bb479959d523 completed March 1, 2026, 10:34 p.m.
Created at: March 1, 2026, 7:51 p.m.