Triple

T15006797
Position Surface form Disambiguated ID Type / Status
Subject Productivity Commission E377730 entity
Predicate predecessor P97 FINISHED
Object Bureau of Industry Economics
The Bureau of Industry Economics was an Australian government agency that conducted research and policy analysis on industry performance, competitiveness, and microeconomic reform before being merged into the Productivity Commission.
E1131919 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: Bureau of Industry Economics | Statement: [Productivity Commission, predecessor, Bureau of Industry Economics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bureau of Industry Economics
Context triple: [Productivity Commission, predecessor, Bureau of Industry Economics]
  • A. Bureau of Industry Operations
    The Bureau of Industry Operations was a division of the U.S. War Production Board responsible for overseeing and coordinating industrial production and operations during World War II.
  • B. Bureau of Economics
    The Bureau of Economics is the research and analysis arm of the U.S. Federal Trade Commission that provides economic expertise to inform antitrust and consumer protection policy and enforcement.
  • C. Office of Industries
    The Office of Industries is a specialized analytical division within the U.S. International Trade Commission that provides economic and industry research to support trade policy and investigations.
  • D. United States Department of Commerce and Labor
    The United States Department of Commerce and Labor was a former federal executive department (1903–1913) that combined responsibility for both commercial and labor affairs before being split into separate Commerce and Labor departments.
  • E. Economic Research Division
    The Economic Research Division is a specialized unit of the Reserve Bank of Zimbabwe responsible for analyzing economic trends, informing monetary policy, and providing research-based guidance on the country’s macroeconomic conditions.
  • 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: Bureau of Industry Economics
Triple: [Productivity Commission, predecessor, Bureau of Industry Economics]
Generated description
The Bureau of Industry Economics was an Australian government agency that conducted research and policy analysis on industry performance, competitiveness, and microeconomic reform before being merged into the Productivity Commission.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bureau of Industry Economics
Target entity description: The Bureau of Industry Economics was an Australian government agency that conducted research and policy analysis on industry performance, competitiveness, and microeconomic reform before being merged into the Productivity Commission.
  • A. Bureau of Industry Operations
    The Bureau of Industry Operations was a division of the U.S. War Production Board responsible for overseeing and coordinating industrial production and operations during World War II.
  • B. Bureau of Economics
    The Bureau of Economics is the research and analysis arm of the U.S. Federal Trade Commission that provides economic expertise to inform antitrust and consumer protection policy and enforcement.
  • C. Office of Industries
    The Office of Industries is a specialized analytical division within the U.S. International Trade Commission that provides economic and industry research to support trade policy and investigations.
  • D. United States Department of Commerce and Labor
    The United States Department of Commerce and Labor was a former federal executive department (1903–1913) that combined responsibility for both commercial and labor affairs before being split into separate Commerce and Labor departments.
  • E. Economic Research Division
    The Economic Research Division is a specialized unit of the Reserve Bank of Zimbabwe responsible for analyzing economic trends, informing monetary policy, and providing research-based guidance on the country’s macroeconomic conditions.
  • 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.