Triple

T7259606
Position Surface form Disambiguated ID Type / Status
Subject Palm Springs International Airport E159614 entity
Predicate servesMetropolitanArea P82 FINISHED
Object Palm Springs metropolitan area
The Palm Springs metropolitan area is a desert resort region in Southern California known for its mid-century modern architecture, tourism, golf courses, and proximity to the Coachella Valley.
 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: [Palm Springs International Airport, servesMetropolitanArea, Palm Springs metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Palm Springs metropolitan area
Context triple: [Palm Springs International Airport, servesMetropolitanArea, 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. 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. 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. Palm Desert
    Palm Desert is a resort city in Southern California known for its golf courses, upscale shopping, and desert landscapes.
  • 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: [Palm Springs International Airport, servesMetropolitanArea, Palm Springs metropolitan area]
Generated description
The Palm Springs metropolitan area is a desert resort region in Southern California known for its mid-century modern architecture, tourism, golf courses, and proximity to the Coachella Valley.
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 desert resort region in Southern California known for its mid-century modern architecture, tourism, golf courses, and proximity to the Coachella Valley.
  • 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. 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. 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. Palm Desert
    Palm Desert is a resort city in Southern California known for its golf courses, upscale shopping, and desert landscapes.
  • 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_69c68838f9948190875fd60b2351230c completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6eac5311c819094fc6880f3152813 completed March 27, 2026, 8:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c802a61718819088cc2d37818af4ca completed March 28, 2026, 4:32 p.m.
NEDg Description generation batch_69c803707cec8190bb474c959ef93d48 completed March 28, 2026, 4:36 p.m.
NED2 Entity disambiguation (via description) batch_69c803ed9ec4819090a9481954060769 completed March 28, 2026, 4:38 p.m.
Created at: March 27, 2026, 2:57 p.m.