Triple

T4397838
Position Surface form Disambiguated ID Type / Status
Subject The Bus (Merced County Transit) E99535 entity
Predicate serves P98 FINISHED
Object Winton, California
Winton, California is a small unincorporated community in Merced County in California’s Central Valley.
 E436016 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: Winton, California | Statement: [The Bus (Merced County Transit), serves, Winton, California]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Winton, California
Context triple: [The Bus (Merced County Transit), serves, Winton, California]
  • A. Williams, California
    Williams, California is a small agricultural city in Colusa County known as a gateway stop along Interstate 5 in the Sacramento Valley.
  • B. Walnut, California
    Walnut, California is a suburban city in eastern Los Angeles County known for its highly ranked public schools, affluent residential neighborhoods, and location near the San Jose Hills.
  • C. Winters, California
    Winters, California is a small agricultural city in Yolo County known as a gateway to the nearby Vaca Mountains and regional outdoor recreation.
  • D. Rodeo, California
    Rodeo, California is a small unincorporated community and census-designated place in the San Francisco Bay Area known for its residential neighborhoods and proximity to industrial and refinery facilities.
  • E. Wildomar, California
    Wildomar, California is a small city in Riverside County’s Inland Empire region known for its suburban residential character and proximity to the I-15 corridor.
  • 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: Winton, California
Triple: [The Bus (Merced County Transit), serves, Winton, California]
Generated description
Winton, California is a small unincorporated community in Merced County in California’s Central Valley.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Winton, California
Target entity description: Winton, California is a small unincorporated community in Merced County in California’s Central Valley.
  • A. Williams, California
    Williams, California is a small agricultural city in Colusa County known as a gateway stop along Interstate 5 in the Sacramento Valley.
  • B. Walnut, California
    Walnut, California is a suburban city in eastern Los Angeles County known for its highly ranked public schools, affluent residential neighborhoods, and location near the San Jose Hills.
  • C. Winters, California
    Winters, California is a small agricultural city in Yolo County known as a gateway to the nearby Vaca Mountains and regional outdoor recreation.
  • D. Rodeo, California
    Rodeo, California is a small unincorporated community and census-designated place in the San Francisco Bay Area known for its residential neighborhoods and proximity to industrial and refinery facilities.
  • E. Wildomar, California
    Wildomar, California is a small city in Riverside County’s Inland Empire region known for its suburban residential character and proximity to the I-15 corridor.
  • 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_69b345506b408190b0e3dee616738a7d completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b352adce588190b9e6ed53458aa1e1 completed March 12, 2026, 11:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e53ae7bc8190b216319e522b11c6 completed March 14, 2026, 10:46 p.m.
NEDg Description generation batch_69b5e5f8b9bc8190abb35710e2ddbe5e completed March 14, 2026, 10:49 p.m.
NED2 Entity disambiguation (via description) batch_69b5e62af694819086b3eddb71f591d2 completed March 14, 2026, 10:50 p.m.
Created at: March 12, 2026, 11:20 p.m.