Triple

T9660184
Position Surface form Disambiguated ID Type / Status
Subject Santa Maria, California E233568 entity
Predicate hasMetropolitanArea P40 FINISHED
Object Santa Maria–Santa Barbara metropolitan area E268223 NE FINISHED

How this triple was built (2 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: Santa Maria–Santa Barbara metropolitan area | Statement: [Santa Maria, California, hasMetropolitanArea, Santa Maria–Santa Barbara metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Santa Maria–Santa Barbara metropolitan area
Context triple: [Santa Maria, California, hasMetropolitanArea, Santa Maria–Santa Barbara metropolitan area]
  • A. Santa Barbara metropolitan area chosen
    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.
  • B. 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.
  • 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. Salinas, California metropolitan area
    The Salinas, California metropolitan area is an agricultural and urban region in Monterey County centered on the city of Salinas, known as a major hub of vegetable production and the heart of the Salinas Valley.
  • E. San José metropolitan area
    The San José metropolitan area is Costa Rica’s largest urban agglomeration and economic, political, and cultural hub, centered around the national capital of San José.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca848c1ba88190b84b410cd14627fc completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9c08d0d0819086426ad6891b18db completed April 1, 2026, 10:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69d190f26df0819085d6f8b6228062bd completed April 4, 2026, 10:30 p.m.
Created at: March 30, 2026, 8:14 p.m.