Triple

T19441308
Position Surface form Disambiguated ID Type / Status
Subject City of Malibu E486355 entity
Predicate transportCorridor P3034 FINISHED
Object U.S. Route 101 (via canyon roads)
U.S. Route 101 (via canyon roads) is a major north–south highway in Southern California that connects inland areas to the Malibu coast through a network of winding canyon routes.
 E1375113 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 (via canyon roads) | Statement: [City of Malibu, transportCorridor, U.S. Route 101 (via canyon roads)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 101 (via canyon roads)
Context triple: [City of Malibu, transportCorridor, U.S. Route 101 (via canyon roads)]
  • A. U.S. Route 101 and Interstate 210
    U.S. Route 101 and Interstate 210 are major Southern California freeways that together link coastal and central Los Angeles with the San Fernando Valley and the inland foothill communities.
  • B. 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.
  • C. Old Highway 101 trail segment
    The Old Highway 101 trail segment is a historic former stretch of U.S. Route 101 now used as a hiking trail within Humbug Mountain State Park on the southern Oregon coast.
  • 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. 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.
  • 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 (via canyon roads)
Triple: [City of Malibu, transportCorridor, U.S. Route 101 (via canyon roads)]
Generated description
U.S. Route 101 (via canyon roads) is a major north–south highway in Southern California that connects inland areas to the Malibu coast through a network of winding canyon routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 101 (via canyon roads)
Target entity description: U.S. Route 101 (via canyon roads) is a major north–south highway in Southern California that connects inland areas to the Malibu coast through a network of winding canyon routes.
  • A. U.S. Route 101 and Interstate 210
    U.S. Route 101 and Interstate 210 are major Southern California freeways that together link coastal and central Los Angeles with the San Fernando Valley and the inland foothill communities.
  • B. 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.
  • C. Old Highway 101 trail segment
    The Old Highway 101 trail segment is a historic former stretch of U.S. Route 101 now used as a hiking trail within Humbug Mountain State Park on the southern Oregon coast.
  • 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. 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.
  • 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_69d8e8d7ad488190a3373045029b0f3b completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e63365343081908683c29f6c4c194b completed April 20, 2026, 2:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0733e22b4c8190b992da00618be661 completed May 15, 2026, 2:55 p.m.
NEDg Description generation batch_6a07353f35588190b7d6c1f2a34cce3c completed May 15, 2026, 3:01 p.m.
NED2 Entity disambiguation (via description) batch_6a0735c38b7881908489916ff2f2883e completed May 15, 2026, 3:03 p.m.
Created at: April 10, 2026, 1:38 p.m.