Triple

T6567770
Position Surface form Disambiguated ID Type / Status
Subject Los Osos E153954 entity
Predicate partOf P40 FINISHED
Object San Luis Obispo–Paso Robles metropolitan area
The San Luis Obispo–Paso Robles metropolitan area is a small coastal California metro region centered on the cities of San Luis Obispo and Paso Robles, known for its wine country, tourism, and college-town character.
E603103 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: San Luis Obispo–Paso Robles metropolitan area | Statement: [Los Osos, partOf, San Luis Obispo–Paso Robles metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: San Luis Obispo–Paso Robles metropolitan area
Context triple: [Los Osos, partOf, San Luis Obispo–Paso Robles metropolitan area]
  • A. Visalia-Porterville metropolitan area
    The Visalia-Porterville metropolitan area is a region in California’s San Joaquin Valley centered around the cities of Visalia and Porterville, known for its agricultural economy and proximity to Sequoia National Park.
  • B. 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.
  • C. Madera metropolitan area
    The Madera metropolitan area is a U.S. Census-defined region in central California centered on the city of Madera and its surrounding communities.
  • D. Santa Rosa metropolitan area
    The Santa Rosa metropolitan area is an urban region in Sonoma County, California, centered on the city of Santa Rosa and known for its role as a commercial and cultural hub of the North Bay wine country.
  • E. 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.
  • 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: San Luis Obispo–Paso Robles metropolitan area
Triple: [Los Osos, partOf, San Luis Obispo–Paso Robles metropolitan area]
Generated description
The San Luis Obispo–Paso Robles metropolitan area is a small coastal California metro region centered on the cities of San Luis Obispo and Paso Robles, known for its wine country, tourism, and college-town character.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: San Luis Obispo–Paso Robles metropolitan area
Target entity description: The San Luis Obispo–Paso Robles metropolitan area is a small coastal California metro region centered on the cities of San Luis Obispo and Paso Robles, known for its wine country, tourism, and college-town character.
  • A. Visalia-Porterville metropolitan area
    The Visalia-Porterville metropolitan area is a region in California’s San Joaquin Valley centered around the cities of Visalia and Porterville, known for its agricultural economy and proximity to Sequoia National Park.
  • B. 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.
  • C. Madera metropolitan area
    The Madera metropolitan area is a U.S. Census-defined region in central California centered on the city of Madera and its surrounding communities.
  • D. Santa Rosa metropolitan area
    The Santa Rosa metropolitan area is an urban region in Sonoma County, California, centered on the city of Santa Rosa and known for its role as a commercial and cultural hub of the North Bay wine country.
  • E. 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.
  • 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_69c6880cb35881909b763eb0125236b9 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae54afd4819091ee65aca1de60a9 completed March 27, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d564cb908190bb8885e6c8d8abac completed March 27, 2026, 7:07 p.m.
NEDg Description generation batch_69c6d676e43081909bf2a9cceff0b9b3 completed March 27, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69c6d843bad081909ebb887f32ea4195 completed March 27, 2026, 7:19 p.m.
Created at: March 27, 2026, 1:53 p.m.