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 |
—
|
NE NERFINISHED |
How this triple was built (3 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.
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 (2 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. |
Created at: April 10, 2026, 11:48 a.m.