Triple

T1813751
Position Surface form Disambiguated ID Type / Status
Subject Sonoma County, California E40387 entity
Predicate contains P35 FINISHED
Object Cotati, California
Cotati, California is a small city in the North Bay region of the San Francisco Bay Area known for its distinctive hexagonal downtown plaza and community-oriented character.
 E270653 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: Cotati, California | Statement: [Sonoma County, California, contains, Cotati, California]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cotati, California
Context triple: [Sonoma County, California, contains, Cotati, California]
  • A. Petaluma, California
    Petaluma, California is a historic city in the North Bay region of the San Francisco Bay Area known for its well-preserved downtown, agricultural roots, and proximity to wine country.
  • B. Corte Madera
    Corte Madera is a small, affluent town in the San Francisco Bay Area known for its residential neighborhoods, open space preserves, and upscale shopping centers.
  • C. Moraga, California
    Moraga, California is a suburban town in the San Francisco Bay Area known for its residential character and as the home of Saint Mary's College of California.
  • D. Cloverdale, California
    Cloverdale, California is a small city in Northern California’s wine country known for its historic downtown, proximity to vineyards, and location at the northern end of Sonoma County.
  • E. Saratoga, California
    Saratoga, California is an affluent Silicon Valley suburb in Santa Clara County known for its excellent schools, wineries, and small-town residential character.
  • 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: Cotati, California
Triple: [Sonoma County, California, contains, Cotati, California]
Generated description
Cotati, California is a small city in the North Bay region of the San Francisco Bay Area known for its distinctive hexagonal downtown plaza and community-oriented character.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cotati, California
Target entity description: Cotati, California is a small city in the North Bay region of the San Francisco Bay Area known for its distinctive hexagonal downtown plaza and community-oriented character.
  • A. Petaluma, California
    Petaluma, California is a historic city in the North Bay region of the San Francisco Bay Area known for its well-preserved downtown, agricultural roots, and proximity to wine country.
  • B. Corte Madera
    Corte Madera is a small, affluent town in the San Francisco Bay Area known for its residential neighborhoods, open space preserves, and upscale shopping centers.
  • C. Moraga, California
    Moraga, California is a suburban town in the San Francisco Bay Area known for its residential character and as the home of Saint Mary's College of California.
  • D. Cloverdale, California
    Cloverdale, California is a small city in Northern California’s wine country known for its historic downtown, proximity to vineyards, and location at the northern end of Sonoma County.
  • E. Saratoga, California
    Saratoga, California is an affluent Silicon Valley suburb in Santa Clara County known for its excellent schools, wineries, and small-town residential character.
  • 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_69a88643a3388190a612f2ebe1fb29e7 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa65c905ec8190bea7cd72d218487a completed March 6, 2026, 5:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69af174f97248190817a64dfbf98c360 completed March 9, 2026, 6:54 p.m.
NEDg Description generation batch_69af1b0eb9dc81908b402a6536a40418 completed March 9, 2026, 7:10 p.m.
NED2 Entity disambiguation (via description) batch_69af1bec9bcc819086977175aa859a51 completed March 9, 2026, 7:13 p.m.
Created at: March 4, 2026, 7:32 p.m.