Triple

T15006772
Position Surface form Disambiguated ID Type / Status
Subject Australian Bureau of Statistics E377729 entity
Predicate publishes P80 FINISHED
Object National Accounts for Australia
National Accounts for Australia are the official macroeconomic statistics that measure the overall performance and structure of the Australian economy, including indicators like GDP, income, and expenditure.
E1131917 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 Accounts for Australia | Statement: [Australian Bureau of Statistics, publishes, National Accounts for Australia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Accounts for Australia
Context triple: [Australian Bureau of Statistics, publishes, National Accounts for Australia]
  • A. National Economic Accounts
    The National Economic Accounts are a system of U.S. macroeconomic statistics that track aggregate measures like gross domestic product, income, and expenditure to assess overall economic performance.
  • B. International Economic Accounts
    International Economic Accounts is a division of the U.S. Bureau of Economic Analysis that produces statistics on the nation’s trade, investment, and financial transactions with the rest of the world.
  • C. United Nations System of National Accounts
    The United Nations System of National Accounts is an internationally agreed statistical framework that provides standardized concepts, definitions, classifications, and accounting rules for measuring a country’s economic activity and compiling national accounts such as GDP.
  • D. OECD national accounts guidelines
    OECD national accounts guidelines are internationally recognized standards developed by the Organisation for Economic Co-operation and Development to help countries compile consistent, comparable macroeconomic statistics and national accounts.
  • E. Australian Bureau of Statistics
    The Australian Bureau of Statistics is Australia’s national statistical agency responsible for collecting, analyzing, and publishing key economic, demographic, and social data to inform government and public decision-making.
  • 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 Accounts for Australia
Triple: [Australian Bureau of Statistics, publishes, National Accounts for Australia]
Generated description
National Accounts for Australia are the official macroeconomic statistics that measure the overall performance and structure of the Australian economy, including indicators like GDP, income, and expenditure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Accounts for Australia
Target entity description: National Accounts for Australia are the official macroeconomic statistics that measure the overall performance and structure of the Australian economy, including indicators like GDP, income, and expenditure.
  • A. National Economic Accounts
    The National Economic Accounts are a system of U.S. macroeconomic statistics that track aggregate measures like gross domestic product, income, and expenditure to assess overall economic performance.
  • B. International Economic Accounts
    International Economic Accounts is a division of the U.S. Bureau of Economic Analysis that produces statistics on the nation’s trade, investment, and financial transactions with the rest of the world.
  • C. United Nations System of National Accounts
    The United Nations System of National Accounts is an internationally agreed statistical framework that provides standardized concepts, definitions, classifications, and accounting rules for measuring a country’s economic activity and compiling national accounts such as GDP.
  • D. OECD national accounts guidelines
    OECD national accounts guidelines are internationally recognized standards developed by the Organisation for Economic Co-operation and Development to help countries compile consistent, comparable macroeconomic statistics and national accounts.
  • E. Australian Bureau of Statistics
    The Australian Bureau of Statistics is Australia’s national statistical agency responsible for collecting, analyzing, and publishing key economic, demographic, and social data to inform government and public decision-making.
  • 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_69d85cd3a3c881908c71fc424d459c17 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded73348d4819091d9e7f1b0fed822 completed April 15, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe96a35acc8190a85f2ce32800ce1b completed May 9, 2026, 2:06 a.m.
NEDg Description generation batch_69fe98917abc81908998205b4ecf201f completed May 9, 2026, 2:14 a.m.
NED2 Entity disambiguation (via description) batch_69fe997c744481909bd3c66c3dd68f19 completed May 9, 2026, 2:18 a.m.
Created at: April 10, 2026, 2:54 a.m.