Triple

T12163707
Position Surface form Disambiguated ID Type / Status
Subject Chaffey Joint Union High School District E289775 entity
Predicate servesCommunity P82 FINISHED
Object Guasti, California
Guasti, California is a small unincorporated community in San Bernardino County known historically for its wine production and proximity to the city of Ontario.
 E970209 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: Guasti, California | Statement: [Chaffey Joint Union High School District, servesCommunity, Guasti, California]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Guasti, California
Context triple: [Chaffey Joint Union High School District, servesCommunity, Guasti, California]
  • A. Gustine, California
    Gustine, California is a small agricultural city in Merced County in California’s San Joaquin Valley.
  • B. Gonzales, California
    Gonzales, California is a small agricultural city in California’s Salinas Valley, known for its significant role in lettuce and vegetable production.
  • C. Guadalupe, California
    Guadalupe, California is a small coastal city in Santa Barbara County known for its agricultural community and proximity to the Guadalupe-Nipomo Dunes.
  • D. Calexico, California
    Calexico, California is a small border city in Imperial County that serves as a major gateway for trade and travel between the United States and Mexicali, Mexico.
  • E. Goldstone, California
    Goldstone, California is a remote area in the Mojave Desert best known as the site of NASA’s Goldstone Deep Space Communications Complex, a key facility for tracking and communicating with interplanetary spacecraft.
  • 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: Guasti, California
Triple: [Chaffey Joint Union High School District, servesCommunity, Guasti, California]
Generated description
Guasti, California is a small unincorporated community in San Bernardino County known historically for its wine production and proximity to the city of Ontario.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Guasti, California
Target entity description: Guasti, California is a small unincorporated community in San Bernardino County known historically for its wine production and proximity to the city of Ontario.
  • A. Gustine, California
    Gustine, California is a small agricultural city in Merced County in California’s San Joaquin Valley.
  • B. Gonzales, California
    Gonzales, California is a small agricultural city in California’s Salinas Valley, known for its significant role in lettuce and vegetable production.
  • C. Guadalupe, California
    Guadalupe, California is a small coastal city in Santa Barbara County known for its agricultural community and proximity to the Guadalupe-Nipomo Dunes.
  • D. Calexico, California
    Calexico, California is a small border city in Imperial County that serves as a major gateway for trade and travel between the United States and Mexicali, Mexico.
  • E. Goldstone, California
    Goldstone, California is a remote area in the Mojave Desert best known as the site of NASA’s Goldstone Deep Space Communications Complex, a key facility for tracking and communicating with interplanetary spacecraft.
  • 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_69d6ab4d6c00819095a9a7c35de83cfb completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915c498a081908389598d0c247505 completed April 10, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60a837a5881908c600be0be334269 completed May 2, 2026, 2:30 p.m.
NEDg Description generation batch_69f60bdb39f48190ad6bc51db6c34163 completed May 2, 2026, 2:36 p.m.
NED2 Entity disambiguation (via description) batch_69f60d4889d48190b2dfda8a0978cc72 completed May 2, 2026, 2:42 p.m.
Created at: April 8, 2026, 9:50 p.m.