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.