Triple

T7852708
Position Surface form Disambiguated ID Type / Status
Subject Cathedral City E182094 entity
Predicate regionTourismBrand P43641 FINISHED
Object Greater Palm Springs E698754 NE FINISHED

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: Greater Palm Springs | Statement: [Cathedral City, regionTourismBrand, Greater Palm Springs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Greater Palm Springs
Context triple: [Cathedral City, regionTourismBrand, Greater Palm Springs]
  • A. Greater Palm Springs area chosen
    The Greater Palm Springs area is a resort region in Southern California’s Coachella Valley known for its desert landscapes, golf courses, spas, and mid-century modern architecture.
  • B. Palm Desert
    Palm Desert is a resort city in Southern California known for its golf courses, upscale shopping, and desert landscapes.
  • C. Rancho Mirage
    Rancho Mirage is an affluent resort city in Southern California known for its golf courses, luxury hotels, and desert climate.
  • D. Palm Springs
    Palm Springs is a desert resort city in Southern California known for its mid-century modern architecture, hot springs, golf courses, and tourism.
  • E. Palm Springs, California, United States
    Palm Springs, California, United States is a desert resort city in the Coachella Valley known for its mid-century modern architecture, hot springs, golf courses, and status as a popular getaway for Hollywood celebrities.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: regionTourismBrand
Context triple: [Cathedral City, regionTourismBrand, Greater Palm Springs]
  • A. hasTourismRegionBrand chosen
    Indicates that an entity is associated with or belongs to a specific tourism region brand used for destination marketing or regional tourism identity.
  • B. tourismRegion
    Indicates that a place or area is designated or recognized as a tourism region associated with another geographic or administrative entity.
  • C. primaryTourismHub
    Indicates that a location serves as the main center or focal point for tourism activities within a given area or region.
  • D. connectsToTouristRegion
    Indicates that one entity has a direct linkage or association to a tourist region, such as through location, access, or service provision.
  • E. tourismFrom
    Indicates that tourists or visitor activity originates from one place and is directed toward another location.
  • F. None of above.

Provenance (4 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_69ca82869ee08190b8f9040dbc2c0467 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb18ed56d481909266d862e0ae152d completed March 31, 2026, 12:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbdf21add88190bc07d3164e940116 completed March 31, 2026, 2:50 p.m.
PD Predicate disambiguation batch_69cae92180f88190ae3d44c3de7adc93 completed March 30, 2026, 9:20 p.m.
Created at: March 30, 2026, 4:51 p.m.