Triple

T21535282
Position Surface form Disambiguated ID Type / Status
Subject Swiss national road safety strategy E531333 entity
Predicate aimsToAlignWith P110437 FINISHED
Object Vision Zero principles
Vision Zero principles are a road safety framework that seeks to eliminate traffic fatalities and serious injuries by prioritizing human life and designing transport systems that account for human error.
E1488565 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: Vision Zero principles | Statement: [Swiss national road safety strategy, aimsToAlignWith, Vision Zero principles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vision Zero principles
Context triple: [Swiss national road safety strategy, aimsToAlignWith, Vision Zero principles]
  • A. Vision Zero San Francisco
    Vision Zero San Francisco is the city’s comprehensive traffic safety initiative aimed at eliminating all traffic deaths and severe injuries through street design, policy changes, and public education.
  • B. Vision Zero safety policy in Seattle
    The Vision Zero safety policy in Seattle is a citywide initiative aimed at eliminating traffic deaths and serious injuries through street design changes, lower speed limits, and data-driven safety improvements.
  • C. New York City Vision Zero traffic safety program
    The New York City Vision Zero traffic safety program is a comprehensive city initiative aimed at eliminating traffic deaths and serious injuries through street redesigns, enforcement, and public education.
  • D. Road to Zero road safety strategy
    The Road to Zero road safety strategy is New Zealand’s national framework aimed at systematically reducing road deaths and serious injuries through safer roads, vehicles, speeds, and road user behavior.
  • E. Bloomberg Initiative for Global Road Safety
    The Bloomberg Initiative for Global Road Safety is a philanthropic program that supports low- and middle-income countries in implementing evidence-based policies and interventions to reduce traffic deaths and injuries worldwide.
  • 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: Vision Zero principles
Triple: [Swiss national road safety strategy, aimsToAlignWith, Vision Zero principles]
Generated description
Vision Zero principles are a road safety framework that seeks to eliminate traffic fatalities and serious injuries by prioritizing human life and designing transport systems that account for human error.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vision Zero principles
Target entity description: Vision Zero principles are a road safety framework that seeks to eliminate traffic fatalities and serious injuries by prioritizing human life and designing transport systems that account for human error.
  • A. Vision Zero San Francisco
    Vision Zero San Francisco is the city’s comprehensive traffic safety initiative aimed at eliminating all traffic deaths and severe injuries through street design, policy changes, and public education.
  • B. Vision Zero safety policy in Seattle
    The Vision Zero safety policy in Seattle is a citywide initiative aimed at eliminating traffic deaths and serious injuries through street design changes, lower speed limits, and data-driven safety improvements.
  • C. New York City Vision Zero traffic safety program
    The New York City Vision Zero traffic safety program is a comprehensive city initiative aimed at eliminating traffic deaths and serious injuries through street redesigns, enforcement, and public education.
  • D. Road to Zero road safety strategy
    The Road to Zero road safety strategy is New Zealand’s national framework aimed at systematically reducing road deaths and serious injuries through safer roads, vehicles, speeds, and road user behavior.
  • E. Bloomberg Initiative for Global Road Safety
    The Bloomberg Initiative for Global Road Safety is a philanthropic program that supports low- and middle-income countries in implementing evidence-based policies and interventions to reduce traffic deaths and injuries worldwide.
  • 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_69e0c45e5b8881908ac18fc2f493b114 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ee9d0ce8d08190b3233d7117a9b1ca completed April 26, 2026, 11:17 p.m.
NED1 Entity disambiguation (via context triple) batch_6a09e8339c04819092968f7a7baba3f8 completed May 17, 2026, 4:09 p.m.
NEDg Description generation batch_6a09e918bc80819093a8939e0eabf06f completed May 17, 2026, 4:13 p.m.
NED2 Entity disambiguation (via description) batch_6a09e98b27ec8190bacd93a48e4d5467 completed May 17, 2026, 4:15 p.m.
Created at: April 16, 2026, 6:27 p.m.