Triple

T17668520
Position Surface form Disambiguated ID Type / Status
Subject Visalia-Porterville metropolitan area E440451 entity
Predicate containsUnincorporatedCommunity P6345 FINISHED
Object Orosi, California
Orosi, California is a small unincorporated agricultural community in Tulare County known for its citrus groves and location in the fertile San Joaquin Valley.
E1280548 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: Orosi, California | Statement: [Visalia-Porterville metropolitan area, containsUnincorporatedCommunity, Orosi, California]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Orosi, California
Context triple: [Visalia-Porterville metropolitan area, containsUnincorporatedCommunity, Orosi, California]
  • A. Orleans, California
    Orleans, California is a small unincorporated community in Humboldt County known as a gateway to the Klamath and Salmon Rivers and the surrounding rugged, forested landscapes.
  • B. Orcutt, California
    Orcutt, California is an unincorporated community in Santa Barbara County known as a suburban residential area just south of the city of Santa Maria.
  • C. Madera, California
    Madera, California is a small city in California’s San Joaquin Valley that serves as the seat of Madera County and a regional center for agriculture and transportation.
  • D. Orange, California
    Orange, California is a historic city in Orange County known for its preserved Old Towne district with many early 20th-century homes and buildings.
  • E. 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.
  • 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: Orosi, California
Triple: [Visalia-Porterville metropolitan area, containsUnincorporatedCommunity, Orosi, California]
Generated description
Orosi, California is a small unincorporated agricultural community in Tulare County known for its citrus groves and location in the fertile San Joaquin Valley.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Orosi, California
Target entity description: Orosi, California is a small unincorporated agricultural community in Tulare County known for its citrus groves and location in the fertile San Joaquin Valley.
  • A. Orleans, California
    Orleans, California is a small unincorporated community in Humboldt County known as a gateway to the Klamath and Salmon Rivers and the surrounding rugged, forested landscapes.
  • B. Orcutt, California
    Orcutt, California is an unincorporated community in Santa Barbara County known as a suburban residential area just south of the city of Santa Maria.
  • C. Madera, California
    Madera, California is a small city in California’s San Joaquin Valley that serves as the seat of Madera County and a regional center for agriculture and transportation.
  • D. Orange, California
    Orange, California is a historic city in Orange County known for its preserved Old Towne district with many early 20th-century homes and buildings.
  • E. 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.
  • 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_69d8b9e87e18819087104a44dc4dc5b1 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e46f6723d081908eaa57eef6d70bd0 completed April 19, 2026, 6 a.m.
NED1 Entity disambiguation (via context triple) batch_6a021660717c8190a2d82466910ebd67 completed May 11, 2026, 5:48 p.m.
NEDg Description generation batch_6a0217b86b3881909d26d9e28992c79e completed May 11, 2026, 5:54 p.m.
NED2 Entity disambiguation (via description) batch_6a02182a78c081909e92baecf662fbba completed May 11, 2026, 5:55 p.m.
Created at: April 10, 2026, 9:58 a.m.