Triple

T17916453
Position Surface form Disambiguated ID Type / Status
Subject California State Route 154 E447937 entity
Predicate westernTerminus P388 FINISHED
Object U.S. Route 101 in Santa Barbara, California
U.S. Route 101 in Santa Barbara, California is a major north–south coastal freeway that serves as the primary transportation corridor through the city, connecting it with other communities along the Central Coast and Southern California.
E1296304 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. Route 101 in Santa Barbara, California | Statement: [California State Route 154, westernTerminus, U.S. Route 101 in Santa Barbara, California]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 101 in Santa Barbara, California
Context triple: [California State Route 154, westernTerminus, U.S. Route 101 in Santa Barbara, California]
  • A. U.S. Route 101 in Ventura
    U.S. Route 101 in Ventura is a major north–south freeway along California’s Central Coast that serves as a key transportation corridor through the city of Ventura.
  • B. U.S. Route 101 in Mountain View
    U.S. Route 101 in Mountain View is a major north–south freeway in Silicon Valley that serves as a key commuter and tech-corridor route through the city.
  • C. U.S. Route 101 Business in Oxnard
    U.S. Route 101 Business in Oxnard is a business loop of U.S. Route 101 that serves local traffic through the city of Oxnard in Ventura County, California.
  • D. U.S. Route 101 Business in Ventura
    U.S. Route 101 Business in Ventura is a business loop of U.S. 101 that serves as a local arterial route through the city of Ventura, California, providing access to downtown and nearby coastal areas.
  • E. U.S. Route 101 (historic alignment in Los Angeles)
    U.S. Route 101 (historic alignment in Los Angeles) is the former routing of the major north–south U.S. highway as it once passed through central Los Angeles streets, including key corridors like Sunset Boulevard.
  • 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. Route 101 in Santa Barbara, California
Triple: [California State Route 154, westernTerminus, U.S. Route 101 in Santa Barbara, California]
Generated description
U.S. Route 101 in Santa Barbara, California is a major north–south coastal freeway that serves as the primary transportation corridor through the city, connecting it with other communities along the Central Coast and Southern California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 101 in Santa Barbara, California
Target entity description: U.S. Route 101 in Santa Barbara, California is a major north–south coastal freeway that serves as the primary transportation corridor through the city, connecting it with other communities along the Central Coast and Southern California.
  • A. U.S. Route 101 in Ventura
    U.S. Route 101 in Ventura is a major north–south freeway along California’s Central Coast that serves as a key transportation corridor through the city of Ventura.
  • B. U.S. Route 101 in Mountain View
    U.S. Route 101 in Mountain View is a major north–south freeway in Silicon Valley that serves as a key commuter and tech-corridor route through the city.
  • C. U.S. Route 101 Business in Oxnard
    U.S. Route 101 Business in Oxnard is a business loop of U.S. Route 101 that serves local traffic through the city of Oxnard in Ventura County, California.
  • D. U.S. Route 101 Business in Ventura
    U.S. Route 101 Business in Ventura is a business loop of U.S. 101 that serves as a local arterial route through the city of Ventura, California, providing access to downtown and nearby coastal areas.
  • E. U.S. Route 101 (historic alignment in Los Angeles)
    U.S. Route 101 (historic alignment in Los Angeles) is the former routing of the major north–south U.S. highway as it once passed through central Los Angeles streets, including key corridors like Sunset Boulevard.
  • 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_69d8b9f6d394819082a6d69fd1e23d2f completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e4a3062bfc819083f7c0521bad4db8 completed April 19, 2026, 9:40 a.m.
NED1 Entity disambiguation (via context triple) batch_6a03212c9e88819099fb04040e543d63 completed May 12, 2026, 12:46 p.m.
NEDg Description generation batch_6a0321e2ce7c81909f24975b71f73621 completed May 12, 2026, 12:49 p.m.
NED2 Entity disambiguation (via description) batch_6a032255c76c81909ab534ae3e8adddc completed May 12, 2026, 12:51 p.m.
Created at: April 10, 2026, 10:20 a.m.