Triple

T3656303
Position Surface form Disambiguated ID Type / Status
Subject Treasury (Australia) E77538 entity
Predicate oversees P46 FINISHED
Object Productivity Commission
The Productivity Commission is an independent Australian government advisory body that provides research and policy recommendations on economic, social, and environmental issues to improve national productivity and living standards.
E377730 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: Productivity Commission | Statement: [Treasury (Australia), oversees, Productivity Commission]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Productivity Commission
Context triple: [Treasury (Australia), oversees, Productivity Commission]
  • A. National Finance Commission
    The National Finance Commission is a constitutional body in Pakistan responsible for periodically distributing financial resources and revenues between the federal government and the provinces.
  • B. Committee on the National Economy
    The Committee on the National Economy is a specialized committee of the Parliament of Uganda that scrutinizes and advises on national economic policies, plans, and related financial matters.
  • C. Competition Commission
    The Competition Commission is Switzerland’s federal antitrust authority responsible for promoting competition and preventing anti-competitive practices in the Swiss market.
  • D. Australian Competition and Consumer Commission
    The Australian Competition and Consumer Commission is Australia’s national competition and consumer protection regulator, responsible for enforcing laws that promote fair trading, competition, and consumer rights.
  • E. National Infrastructure Commission
    The National Infrastructure Commission is an independent body in the United Kingdom that provides expert advice and long-term strategic recommendations on the country’s infrastructure needs and priorities.
  • 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: Productivity Commission
Triple: [Treasury (Australia), oversees, Productivity Commission]
Generated description
The Productivity Commission is an independent Australian government advisory body that provides research and policy recommendations on economic, social, and environmental issues to improve national productivity and living standards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Productivity Commission
Target entity description: The Productivity Commission is an independent Australian government advisory body that provides research and policy recommendations on economic, social, and environmental issues to improve national productivity and living standards.
  • A. National Finance Commission
    The National Finance Commission is a constitutional body in Pakistan responsible for periodically distributing financial resources and revenues between the federal government and the provinces.
  • B. Committee on the National Economy
    The Committee on the National Economy is a specialized committee of the Parliament of Uganda that scrutinizes and advises on national economic policies, plans, and related financial matters.
  • C. Competition Commission
    The Competition Commission is Switzerland’s federal antitrust authority responsible for promoting competition and preventing anti-competitive practices in the Swiss market.
  • D. Australian Competition and Consumer Commission
    The Australian Competition and Consumer Commission is Australia’s national competition and consumer protection regulator, responsible for enforcing laws that promote fair trading, competition, and consumer rights.
  • E. National Infrastructure Commission
    The National Infrastructure Commission is an independent body in the United Kingdom that provides expert advice and long-term strategic recommendations on the country’s infrastructure needs and priorities.
  • 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_69ad85def5cc8190863dccf55a18bebb completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc3bc2b408190a3a51f9cde5a03b5 completed March 8, 2026, 6:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4883dc5408190a6e7e110acf03a15 completed March 13, 2026, 9:57 p.m.
NEDg Description generation batch_69b48b3c360c8190a9851b8f5f639bef completed March 13, 2026, 10:10 p.m.
NED2 Entity disambiguation (via description) batch_69b4af2032188190b29939d5dc19ccd1 completed March 14, 2026, 12:43 a.m.
Created at: March 8, 2026, 3:24 p.m.