Triple

T11828624
Position Surface form Disambiguated ID Type / Status
Subject Australian Government transport agencies E281323 entity
Predicate includes P1393 FINISHED
Object Infrastructure Australia
Infrastructure Australia is an independent statutory body that advises the Australian Government on nationally significant infrastructure priorities, planning, and investment.
E949984 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: Infrastructure Australia | Statement: [Australian Government transport agencies, includes, Infrastructure Australia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Infrastructure Australia
Context triple: [Australian Government transport agencies, includes, Infrastructure Australia]
  • A. Infrastructure Canada
    Infrastructure Canada is a federal department responsible for funding, developing, and overseeing public infrastructure projects across Canada to support economic growth and community well-being.
  • B. Infrastructure Ontario
    Infrastructure Ontario is a provincial Crown agency that plans, finances, and manages major public infrastructure and real estate assets across Ontario, Canada.
  • C. infrastructure development in New South Wales
    Infrastructure development in New South Wales refers to the extensive building and improvement of roads, public works, and colonial facilities that transformed the Australian colony’s transport and administrative systems in the early 19th century.
  • D. Australian rail network
    The Australian rail network is the nationwide system of interconnected railway lines and services that supports passenger and freight transport across Australia’s major cities, regions, and remote areas.
  • E. Infrastructure
    Infrastructure refers to the fundamental physical and organizational systems and facilities—such as transportation networks, utilities, and communication systems—needed for the operation of a society and its economy.
  • 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: Infrastructure Australia
Triple: [Australian Government transport agencies, includes, Infrastructure Australia]
Generated description
Infrastructure Australia is an independent statutory body that advises the Australian Government on nationally significant infrastructure priorities, planning, and investment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Infrastructure Australia
Target entity description: Infrastructure Australia is an independent statutory body that advises the Australian Government on nationally significant infrastructure priorities, planning, and investment.
  • A. Infrastructure Canada
    Infrastructure Canada is a federal department responsible for funding, developing, and overseeing public infrastructure projects across Canada to support economic growth and community well-being.
  • B. Infrastructure Ontario
    Infrastructure Ontario is a provincial Crown agency that plans, finances, and manages major public infrastructure and real estate assets across Ontario, Canada.
  • C. infrastructure development in New South Wales
    Infrastructure development in New South Wales refers to the extensive building and improvement of roads, public works, and colonial facilities that transformed the Australian colony’s transport and administrative systems in the early 19th century.
  • D. Australian rail network
    The Australian rail network is the nationwide system of interconnected railway lines and services that supports passenger and freight transport across Australia’s major cities, regions, and remote areas.
  • E. Infrastructure
    Infrastructure refers to the fundamental physical and organizational systems and facilities—such as transportation networks, utilities, and communication systems—needed for the operation of a society and its economy.
  • 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_69d6ab276f8c8190b1966a0ef11349ac completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a62b75dc8190b27d24e46a262a11 completed April 10, 2026, 7:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69f1672e736481909ba5f867cb840039 completed April 29, 2026, 2:04 a.m.
NEDg Description generation batch_69f170034b488190a6976d3333823caa completed April 29, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_69f17805325881908b98eb9c8fc59778 completed April 29, 2026, 3:16 a.m.
Created at: April 8, 2026, 9:43 p.m.