Triple

T2653945
Position Surface form Disambiguated ID Type / Status
Subject Fontana, California E53963 entity
Predicate borderedBy P224 FINISHED
Object Rialto, California
Rialto, California is a city in San Bernardino County in Southern California’s Inland Empire, known as a residential and industrial community along major transportation corridors.
E296243 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: Rialto, California | Statement: [Fontana, California, borderedBy, Rialto, California]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rialto, California
Context triple: [Fontana, California, borderedBy, Rialto, California]
  • A. Richmond, California
    Richmond, California is an industrial and residential city in the East Bay region of the San Francisco Bay Area known for its port, oil refinery, and diverse communities.
  • B. Stateline, California
    Stateline, California is a small unincorporated community on the California–Nevada border near Primm, known primarily as a roadside stop along Interstate 15 in the Mojave Desert.
  • C. Clovis, California
    Clovis, California is a suburban city in Fresno County known for its historic Old Town district, proximity to Fresno and the Sierra Nevada, and its role as a gateway to outdoor recreation in Central California.
  • D. Riverside, California
    Riverside, California is a major city in Southern California’s Inland Empire region, known as the birthplace of the state’s citrus industry and home to a campus of the University of California system.
  • E. Newark, California
    Newark, California is a suburban city in the San Francisco Bay Area’s East Bay region, known for its proximity to major tech hubs and its role as a residential and commercial community within Alameda County.
  • 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: Rialto, California
Triple: [Fontana, California, borderedBy, Rialto, California]
Generated description
Rialto, California is a city in San Bernardino County in Southern California’s Inland Empire, known as a residential and industrial community along major transportation corridors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rialto, California
Target entity description: Rialto, California is a city in San Bernardino County in Southern California’s Inland Empire, known as a residential and industrial community along major transportation corridors.
  • A. Richmond, California
    Richmond, California is an industrial and residential city in the East Bay region of the San Francisco Bay Area known for its port, oil refinery, and diverse communities.
  • B. Stateline, California
    Stateline, California is a small unincorporated community on the California–Nevada border near Primm, known primarily as a roadside stop along Interstate 15 in the Mojave Desert.
  • C. Clovis, California
    Clovis, California is a suburban city in Fresno County known for its historic Old Town district, proximity to Fresno and the Sierra Nevada, and its role as a gateway to outdoor recreation in Central California.
  • D. Riverside, California
    Riverside, California is a major city in Southern California’s Inland Empire region, known as the birthplace of the state’s citrus industry and home to a campus of the University of California system.
  • E. Newark, California
    Newark, California is a suburban city in the San Francisco Bay Area’s East Bay region, known for its proximity to major tech hubs and its role as a residential and commercial community within Alameda County.
  • 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_69ab495e192081909c77b622e8e7e15a completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd932a35881909568839589f12062 completed March 7, 2026, 7:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc02acc048190812d7d2d8b59058a completed March 10, 2026, 6:54 a.m.
NEDg Description generation batch_69afc0a3dcb4819098e922989fb8165c completed March 10, 2026, 6:56 a.m.
NED2 Entity disambiguation (via description) batch_69afc10deaa4819082ad29756b651480 completed March 10, 2026, 6:58 a.m.
Created at: March 6, 2026, 9:53 p.m.