Triple

T14247234
Position Surface form Disambiguated ID Type / Status
Subject National Land Transport Network E353166 entity
Predicate relatedTo P37 FINISHED
Object National Freight and Supply Chain Strategy
The National Freight and Supply Chain Strategy is an Australian government framework that guides long-term planning, investment, and policy to improve the efficiency, safety, and resilience of the nation’s freight and logistics systems.
E1087447 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: National Freight and Supply Chain Strategy | Statement: [National Land Transport Network, relatedTo, National Freight and Supply Chain Strategy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Freight and Supply Chain Strategy
Context triple: [National Land Transport Network, relatedTo, National Freight and Supply Chain Strategy]
  • A. National Infrastructure Strategy
    The National Infrastructure Strategy is a UK government plan that sets out long-term priorities and funding commitments for developing and upgrading the country’s infrastructure, including transport, energy, digital networks, and public services.
  • B. Trucking Efficiency initiative
    The Trucking Efficiency initiative is a program focused on improving fuel efficiency and reducing emissions in the freight trucking sector through data-driven solutions and industry collaboration.
  • C. Strategic Transport Projects Review
    The Strategic Transport Projects Review is a long-term planning document that outlines Scotland’s national transport investment priorities and major infrastructure projects.
  • D. Subtitle IX—Multimodal Freight Transportation
    Subtitle IX—Multimodal Freight Transportation is a section of U.S. federal transportation law that establishes policies, programs, and regulations to support and coordinate freight movement across multiple transportation modes such as rail, highway, air, and maritime.
  • E. National Highway Freight Program
    The National Highway Freight Program is a U.S. federal funding program that supports improvements to the national freight highway network to enhance the efficient movement of goods.
  • 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: National Freight and Supply Chain Strategy
Triple: [National Land Transport Network, relatedTo, National Freight and Supply Chain Strategy]
Generated description
The National Freight and Supply Chain Strategy is an Australian government framework that guides long-term planning, investment, and policy to improve the efficiency, safety, and resilience of the nation’s freight and logistics systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Freight and Supply Chain Strategy
Target entity description: The National Freight and Supply Chain Strategy is an Australian government framework that guides long-term planning, investment, and policy to improve the efficiency, safety, and resilience of the nation’s freight and logistics systems.
  • A. National Infrastructure Strategy
    The National Infrastructure Strategy is a UK government plan that sets out long-term priorities and funding commitments for developing and upgrading the country’s infrastructure, including transport, energy, digital networks, and public services.
  • B. Trucking Efficiency initiative
    The Trucking Efficiency initiative is a program focused on improving fuel efficiency and reducing emissions in the freight trucking sector through data-driven solutions and industry collaboration.
  • C. Strategic Transport Projects Review
    The Strategic Transport Projects Review is a long-term planning document that outlines Scotland’s national transport investment priorities and major infrastructure projects.
  • D. Subtitle IX—Multimodal Freight Transportation
    Subtitle IX—Multimodal Freight Transportation is a section of U.S. federal transportation law that establishes policies, programs, and regulations to support and coordinate freight movement across multiple transportation modes such as rail, highway, air, and maritime.
  • E. National Highway Freight Program
    The National Highway Freight Program is a U.S. federal funding program that supports improvements to the national freight highway network to enhance the efficient movement of goods.
  • 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_69d8278c43e08190824146f4632b89a5 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de629464f88190817b190731bab156 completed April 14, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd282571ec819080d187ecec3ed925 completed May 8, 2026, 12:02 a.m.
NEDg Description generation batch_69fd2a9da52481909f580eb0df3e1922 completed May 8, 2026, 12:13 a.m.
NED2 Entity disambiguation (via description) batch_69fd2b270c9c8190a573e53ca9af4e4b completed May 8, 2026, 12:15 a.m.
Created at: April 10, 2026, 1:08 a.m.