Triple

T18673764
Position Surface form Disambiguated ID Type / Status
Subject Waka Kotahi NZ Transport Agency E456546 entity
Predicate uses P98 FINISHED
Object 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.
E1337902 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: Road to Zero road safety strategy | Statement: [Waka Kotahi NZ Transport Agency, uses, Road to Zero road safety strategy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Road to Zero road safety strategy
Context triple: [Waka Kotahi NZ Transport Agency, uses, Road to Zero road safety strategy]
  • A. National Road Safety Policy
    The National Road Safety Policy is India’s overarching framework for reducing road accidents and fatalities through coordinated measures in engineering, enforcement, education, emergency care, and institutional capacity-building.
  • B. United Nations Decade of Action for Road Safety
    The United Nations Decade of Action for Road Safety is a global initiative launched by the UN to significantly reduce road traffic deaths and injuries through coordinated international action and improved road safety measures.
  • C. Swiss national road safety strategy
    The Swiss national road safety strategy is a nationwide framework that sets goals and measures to systematically reduce traffic accidents and improve road safety across Switzerland.
  • D. Strategic Highway Safety Plans
    Strategic Highway Safety Plans are statewide, data-driven, multi-year road safety strategies that coordinate agencies and countermeasures to systematically reduce traffic fatalities and serious injuries.
  • 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: Road to Zero road safety strategy
Triple: [Waka Kotahi NZ Transport Agency, uses, Road to Zero road safety strategy]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Road to Zero road safety strategy
Target entity description: 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.
  • A. National Road Safety Policy
    The National Road Safety Policy is India’s overarching framework for reducing road accidents and fatalities through coordinated measures in engineering, enforcement, education, emergency care, and institutional capacity-building.
  • B. United Nations Decade of Action for Road Safety
    The United Nations Decade of Action for Road Safety is a global initiative launched by the UN to significantly reduce road traffic deaths and injuries through coordinated international action and improved road safety measures.
  • C. Swiss national road safety strategy
    The Swiss national road safety strategy is a nationwide framework that sets goals and measures to systematically reduce traffic accidents and improve road safety across Switzerland.
  • D. Strategic Highway Safety Plans
    Strategic Highway Safety Plans are statewide, data-driven, multi-year road safety strategies that coordinate agencies and countermeasures to systematically reduce traffic fatalities and serious injuries.
  • 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_69d8d38f72b4819090a935175d9ca8af completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e556b41cd881908f37bf7c85e96559 completed April 19, 2026, 10:27 p.m.
NED1 Entity disambiguation (via context triple) batch_6a052351551c8190a37d83e1bfc4ac1e completed May 14, 2026, 1:20 a.m.
NEDg Description generation batch_6a0523f354f88190a34b2e6adb809fb3 completed May 14, 2026, 1:22 a.m.
NED2 Entity disambiguation (via description) batch_6a0527e23154819087cd70bd40ef39e5 completed May 14, 2026, 1:39 a.m.
Created at: April 10, 2026, 11:48 a.m.