Triple

T3059085
Position Surface form Disambiguated ID Type / Status
Subject District 7 (Caltrans) E60550 entity
Predicate operatesOnNetwork P33235 FINISHED
Object 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.
E321926 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 Los Angeles County | Statement: [District 7 (Caltrans), operatesOnNetwork, U.S. Routes in Los Angeles County]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Routes in Los Angeles County
Context triple: [District 7 (Caltrans), operatesOnNetwork, U.S. Routes in Los Angeles County]
  • A. California State Route
    A California State Route is a numbered state highway within California’s state-maintained road network, facilitating regional and intercity transportation across the state.
  • B. California State Route 99
    California State Route 99 is a major north–south highway running through California’s Central Valley, connecting numerous agricultural and urban communities between Bakersfield and Sacramento.
  • C. California State Route 92
    California State Route 92 is an east–west highway in the San Francisco Bay Area that connects Half Moon Bay on the Pacific coast to Hayward via the San Mateo–Hayward Bridge across San Francisco Bay.
  • 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 Los Angeles County
Triple: [District 7 (Caltrans), operatesOnNetwork, U.S. Routes in Los Angeles County]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Routes in Los Angeles County
Target entity description: 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.
  • A. California State Route
    A California State Route is a numbered state highway within California’s state-maintained road network, facilitating regional and intercity transportation across the state.
  • B. California State Route 99
    California State Route 99 is a major north–south highway running through California’s Central Valley, connecting numerous agricultural and urban communities between Bakersfield and Sacramento.
  • C. California State Route 92
    California State Route 92 is an east–west highway in the San Francisco Bay Area that connects Half Moon Bay on the Pacific coast to Hayward via the San Mateo–Hayward Bridge across San Francisco Bay.
  • 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_69b1ef0b989c819094daaf222bf01d02 completed March 11, 2026, 10:39 p.m.
NEDg Description generation batch_69b1efdd73188190b7a47fc2a1d627d1 completed March 11, 2026, 10:42 p.m.
NED2 Entity disambiguation (via description) batch_69b1f062abf48190ab891463c5b33622 completed March 11, 2026, 10:44 p.m.
Created at: March 8, 2026, 3:02 p.m.