Triple

T7852688
Position Surface form Disambiguated ID Type / Status
Subject Cathedral City E182094 entity
Predicate locatedIn P40 FINISHED
Object Greater Palm Springs area
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.
 E698754 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: [Cathedral City, locatedIn, Greater Palm Springs area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Greater Palm Springs area
Context triple: [Cathedral City, locatedIn, 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. Ventura metropolitan area
    The Ventura metropolitan area is a Southern California coastal region centered around the city of Ventura, encompassing surrounding communities and serving as a hub for local commerce, tourism, and residential life.
  • D. 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.
  • E. 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.
  • 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: [Cathedral City, locatedIn, Greater Palm Springs area]
Generated description
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.
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 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. Ventura metropolitan area
    The Ventura metropolitan area is a Southern California coastal region centered around the city of Ventura, encompassing surrounding communities and serving as a hub for local commerce, tourism, and residential life.
  • D. 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.
  • E. 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.
  • F. None of above. chosen

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_69ca82869ee08190b8f9040dbc2c0467 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb18ec48548190960bd564a60effa8 completed March 31, 2026, 12:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5b161a4881909641f3a29c1650b4 completed March 31, 2026, 5:26 a.m.
NEDg Description generation batch_69cb5f1c9ef08190b1b79482f39966c7 completed March 31, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69cb766e41fc8190a08f07d04774053a completed March 31, 2026, 7:23 a.m.
Created at: March 30, 2026, 4:51 p.m.