Triple

T3480376
Position Surface form Disambiguated ID Type / Status
Subject Palm Springs, California E73473 entity
Predicate isPartOf P10 FINISHED
Object Greater Palm Springs area
The Greater Palm Springs area is a resort and tourism region in Southern California’s Coachella Valley, known for its desert landscapes, golf courses, spas, and mid-century modern architecture.
 E73473 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: Greater Palm Springs area | Statement: [Palm Springs, California, isPartOf, Greater Palm Springs area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Greater Palm Springs area
Context triple: [Palm Springs, California, isPartOf, Greater Palm Springs area]
  • A. Palm Desert
    Palm Desert is a resort city in Southern California known for its golf courses, upscale shopping, and desert landscapes.
  • B. Rancho Mirage
    Rancho Mirage is an affluent resort city in Southern California known for its golf courses, luxury hotels, and desert climate.
  • C. 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.
  • D. 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.
  • E. Ladera Ranch, California
    Ladera Ranch, California is a master-planned suburban community known for its family-oriented neighborhoods, parks, and trails in southern Orange County.
  • 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: Greater Palm Springs area
Triple: [Palm Springs, California, isPartOf, Greater Palm Springs area]
Generated description
The Greater Palm Springs area is a resort and tourism region in Southern California’s Coachella Valley, known for its desert landscapes, golf courses, spas, and mid-century modern architecture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Greater Palm Springs area
Target entity description: The Greater Palm Springs area is a resort and tourism region in Southern California’s Coachella Valley, known for its desert landscapes, golf courses, spas, and mid-century modern architecture.
  • A. Palm Desert
    Palm Desert is a resort city in Southern California known for its golf courses, upscale shopping, and desert landscapes.
  • B. Rancho Mirage
    Rancho Mirage is an affluent resort city in Southern California known for its golf courses, luxury hotels, and desert climate.
  • C. Palm Springs, California, United States chosen
    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.
  • D. 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.
  • E. Ladera Ranch, California
    Ladera Ranch, California is a master-planned suburban community known for its family-oriented neighborhoods, parks, and trails in southern Orange County.
  • 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_69ad85b3c9b08190857cae74c7f36da9 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbb7461708190898002fbd1191f34 completed March 8, 2026, 6:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3681b30b48190918d2821a8383229 completed March 13, 2026, 1:27 a.m.
NEDg Description generation batch_69b368b597bc8190a51aba91164a8db8 completed March 13, 2026, 1:30 a.m.
NED2 Entity disambiguation (via description) batch_69b3696c41808190a30cb55b698da47b completed March 13, 2026, 1:33 a.m.
Created at: March 8, 2026, 3:17 p.m.