Triple

T3059086
Position Surface form Disambiguated ID Type / Status
Subject District 7 (Caltrans) E60550 entity
Predicate operatesOnNetwork P33235 FINISHED
Object U.S. Routes in Ventura County
U.S. Routes in Ventura County are major federal highways that provide key regional and intercity transportation corridors across Ventura County, California.
E325218 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: U.S. Routes in Ventura County | Statement: [District 7 (Caltrans), operatesOnNetwork, U.S. Routes in Ventura County]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Routes in Ventura County
Context triple: [District 7 (Caltrans), operatesOnNetwork, U.S. Routes in Ventura County]
  • A. U.S. Routes in Los Angeles County
    U.S. Routes in Los Angeles County are a network of federally designated highways that provide major regional and interstate road connections across the county.
  • B. California State Route 152
    California State Route 152 is a major east–west highway in central California that connects the Santa Clara Valley with the Central Valley, including a key pass over the Diablo Range near Pacheco Pass.
  • C. California State Route 190
    California State Route 190 is an east–west state highway in California that traverses the Sierra Nevada and Death Valley, providing access to Death Valley National Park and connecting remote desert and mountain communities.
  • D. California State Route 111
    California State Route 111 is a major north–south highway in Southern California’s desert region, serving as a primary arterial road through communities in and around the Coachella Valley.
  • E. California State Route 59
    California State Route 59 is a north–south state highway in California’s Central Valley that connects the city of Merced with surrounding rural communities and regional routes.
  • 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: U.S. Routes in Ventura County
Triple: [District 7 (Caltrans), operatesOnNetwork, U.S. Routes in Ventura County]
Generated description
U.S. Routes in Ventura County are major federal highways that provide key regional and intercity transportation corridors across Ventura County, California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Routes in Ventura County
Target entity description: U.S. Routes in Ventura County are major federal highways that provide key regional and intercity transportation corridors across Ventura County, California.
  • A. U.S. Routes in Los Angeles County
    U.S. Routes in Los Angeles County are a network of federally designated highways that provide major regional and interstate road connections across the county.
  • B. California State Route 152
    California State Route 152 is a major east–west highway in central California that connects the Santa Clara Valley with the Central Valley, including a key pass over the Diablo Range near Pacheco Pass.
  • C. California State Route 190
    California State Route 190 is an east–west state highway in California that traverses the Sierra Nevada and Death Valley, providing access to Death Valley National Park and connecting remote desert and mountain communities.
  • D. California State Route 111
    California State Route 111 is a major north–south highway in Southern California’s desert region, serving as a primary arterial road through communities in and around the Coachella Valley.
  • E. California State Route 59
    California State Route 59 is a north–south state highway in California’s Central Valley that connects the city of Merced with surrounding rural communities and regional routes.
  • 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_69ad8578137c81908259dcb27c7d6d7c completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ad9e1741648190b710b7022252498d completed March 8, 2026, 4:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1f8759f988190a69ca8a4682af5ba completed March 11, 2026, 11:19 p.m.
NEDg Description generation batch_69b1f930321081908f98aa5f9b8ba611 completed March 11, 2026, 11:22 p.m.
NED2 Entity disambiguation (via description) batch_69b1f9ad0b148190b98f93699598dd1e completed March 11, 2026, 11:24 p.m.
Created at: March 8, 2026, 3:02 p.m.