Triple

T5937494
Position Surface form Disambiguated ID Type / Status
Subject La Quinta E132078 entity
Predicate locatedInMetropolitanArea P294 FINISHED
Object Palm Springs metropolitan area
The Palm Springs metropolitan area is a resort-driven region in Southern California’s Coachella Valley, known for its desert climate, mid-century modern architecture, golf courses, and tourism-centered communities.
 E190789 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: Palm Springs metropolitan area | Statement: [La Quinta, locatedInMetropolitanArea, Palm Springs metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Palm Springs metropolitan area
Context triple: [La Quinta, locatedInMetropolitanArea, Palm Springs metropolitan area]
  • A. 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.
  • B. San Diego metropolitan area
    The San Diego metropolitan area is a major Southern California urban region centered on the city of San Diego, known for its coastal location, military presence, biotechnology industry, and proximity to the U.S.–Mexico border.
  • C. Santa Barbara metropolitan area
    The Santa Barbara metropolitan area is a coastal urban region in Southern California centered on the city of Santa Barbara and its surrounding communities, known for its Mediterranean climate, beaches, and affluent residential areas.
  • D. Palm Desert
    Palm Desert is a resort city in Southern California known for its golf courses, upscale shopping, and desert landscapes.
  • E. Rancho Mirage
    Rancho Mirage is an affluent resort city in Southern California known for its golf courses, luxury hotels, and desert climate.
  • 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: Palm Springs metropolitan area
Triple: [La Quinta, locatedInMetropolitanArea, Palm Springs metropolitan area]
Generated description
The Palm Springs metropolitan area is a resort-driven region in Southern California’s Coachella Valley, known for its desert climate, mid-century modern architecture, golf courses, and tourism-centered communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Palm Springs metropolitan area
Target entity description: The Palm Springs metropolitan area is a resort-driven region in Southern California’s Coachella Valley, known for its desert climate, mid-century modern architecture, golf courses, and tourism-centered communities.
  • A. Palm Springs chosen
    Palm Springs is a desert resort city in Southern California known for its mid-century modern architecture, hot springs, golf courses, and tourism.
  • B. San Diego metropolitan area
    The San Diego metropolitan area is a major Southern California urban region centered on the city of San Diego, known for its coastal location, military presence, biotechnology industry, and proximity to the U.S.–Mexico border.
  • C. Santa Barbara metropolitan area
    The Santa Barbara metropolitan area is a coastal urban region in Southern California centered on the city of Santa Barbara and its surrounding communities, known for its Mediterranean climate, beaches, and affluent residential areas.
  • D. Palm Desert
    Palm Desert is a resort city in Southern California known for its golf courses, upscale shopping, and desert landscapes.
  • E. Rancho Mirage
    Rancho Mirage is an affluent resort city in Southern California known for its golf courses, luxury hotels, and desert climate.
  • 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_69c0085c55dc8190aa90e242c956e2fa completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c038eca9688190adeed21df058daf1 completed March 22, 2026, 6:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69c518ad46ac8190803b7f9fe83f6684 completed March 26, 2026, 11:29 a.m.
NEDg Description generation batch_69c51dd8b7f08190add47eac00a3efed completed March 26, 2026, 11:51 a.m.
NED2 Entity disambiguation (via description) batch_69c51e6d1d488190a8d3a5c2f6e8eb6c completed March 26, 2026, 11:54 a.m.
Created at: March 22, 2026, 4:01 p.m.