Triple

T12307459
Position Surface form Disambiguated ID Type / Status
Subject Apple Valley, California E293388 entity
Predicate transportation P230 FINISHED
Object California State Route 18 passes through Apple Valley
Apple Valley is a town in California’s High Desert region known for its residential communities, desert landscapes, and role as a local commercial hub in San Bernardino County.
E974281 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: California State Route 18 passes through Apple Valley | Statement: [Apple Valley, California, transportation, California State Route 18 passes through Apple Valley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: California State Route 18 passes through Apple Valley
Context triple: [Apple Valley, California, transportation, California State Route 18 passes through Apple Valley]
  • A. California State Route 168 (eastern portion)
    California State Route 168 (eastern portion) is a high-elevation highway in eastern California that provides access from the Owens Valley into the eastern Sierra Nevada and the White Mountains, serving as a key route to recreational and mountainous areas.
  • B. State Route 80 corridor in California
    The State Route 80 corridor in California is a major east–west transportation route that carries Interstate 80 across the state, linking the San Francisco Bay Area to Sacramento and onward toward the Sierra Nevada and Nevada.
  • C. California State Route 1 (within district boundaries)
    California State Route 1 (within district boundaries) is the portion of the iconic Pacific Coast Highway that runs along the coastline managed by Caltrans District 1 in Northern California.
  • D. California State Route 180
    California State Route 180 is a major east–west highway in California that runs from the agricultural San Joaquin Valley through Fresno into the Sierra Nevada, providing access to Kings Canyon and Sequoia National Parks.
  • E. California State Route 118
    California State Route 118 is a major east–west freeway and highway in Southern California that connects Ventura and Los Angeles counties, serving communities in the San Fernando and Simi valleys.
  • 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: California State Route 18 passes through Apple Valley
Triple: [Apple Valley, California, transportation, California State Route 18 passes through Apple Valley]
Generated description
Apple Valley is a town in California’s High Desert region known for its residential communities, desert landscapes, and role as a local commercial hub in San Bernardino County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: California State Route 18 passes through Apple Valley
Target entity description: Apple Valley is a town in California’s High Desert region known for its residential communities, desert landscapes, and role as a local commercial hub in San Bernardino County.
  • A. California State Route 168 (eastern portion)
    California State Route 168 (eastern portion) is a high-elevation highway in eastern California that provides access from the Owens Valley into the eastern Sierra Nevada and the White Mountains, serving as a key route to recreational and mountainous areas.
  • B. State Route 80 corridor in California
    The State Route 80 corridor in California is a major east–west transportation route that carries Interstate 80 across the state, linking the San Francisco Bay Area to Sacramento and onward toward the Sierra Nevada and Nevada.
  • C. California State Route 1 (within district boundaries)
    California State Route 1 (within district boundaries) is the portion of the iconic Pacific Coast Highway that runs along the coastline managed by Caltrans District 1 in Northern California.
  • D. California State Route 180
    California State Route 180 is a major east–west highway in California that runs from the agricultural San Joaquin Valley through Fresno into the Sierra Nevada, providing access to Kings Canyon and Sequoia National Parks.
  • E. California State Route 118
    California State Route 118 is a major east–west freeway and highway in Southern California that connects Ventura and Los Angeles counties, serving communities in the San Fernando and Simi valleys.
  • 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_69d6ab6a2b50819082f6aedd32ed608a completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f01ace8819087f245b9216f4dc8 completed April 10, 2026, 6:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e8243d48190baf25b2927de6c62 completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f5d746c8190b5b0edfc4832bc6c completed May 2, 2026, 3:59 p.m.
NED2 Entity disambiguation (via description) batch_69f6203ef5008190af9103460b096cff completed May 2, 2026, 4:03 p.m.
Created at: April 8, 2026, 9:53 p.m.