Triple

T15006799
Position Surface form Disambiguated ID Type / Status
Subject Productivity Commission E377730 entity
Predicate formedBy P972 FINISHED
Object Productivity Commission Act 1998
The Productivity Commission Act 1998 is an Australian federal law that established the Productivity Commission as the government’s principal independent research and advisory body on economic, social, and environmental policy.
E1131921 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 Act 1998 | Statement: [Productivity Commission, formedBy, Productivity Commission Act 1998]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Productivity Commission Act 1998
Context triple: [Productivity Commission, formedBy, Productivity Commission Act 1998]
  • A. 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.
  • B. Audit Commission Act 1998
    The Audit Commission Act 1998 is a UK statute that established the framework for auditing local government and certain public bodies, defining the powers and duties of the Audit Commission and auditors.
  • C. Enterprise Act 2002
    The Enterprise Act 2002 is a major UK competition and consumer protection law that overhauled merger control, strengthened anti-cartel enforcement, and reformed insolvency and enterprise policy.
  • D. Competition and Consumer Act 2010
    The Competition and Consumer Act 2010 is an Australian federal law that regulates competition, fair trading, and consumer protection, enforced primarily by the Australian Competition and Consumer Commission (ACCC).
  • E. Public Service Act 1999
    The Public Service Act 1999 is an Australian federal law that establishes the framework, values, and employment principles for the Australian Public Service and its departments.
  • 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 Act 1998
Triple: [Productivity Commission, formedBy, Productivity Commission Act 1998]
Generated description
The Productivity Commission Act 1998 is an Australian federal law that established the Productivity Commission as the government’s principal independent research and advisory body on economic, social, and environmental policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Productivity Commission Act 1998
Target entity description: The Productivity Commission Act 1998 is an Australian federal law that established the Productivity Commission as the government’s principal independent research and advisory body on economic, social, and environmental policy.
  • A. 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.
  • B. Audit Commission Act 1998
    The Audit Commission Act 1998 is a UK statute that established the framework for auditing local government and certain public bodies, defining the powers and duties of the Audit Commission and auditors.
  • C. Enterprise Act 2002
    The Enterprise Act 2002 is a major UK competition and consumer protection law that overhauled merger control, strengthened anti-cartel enforcement, and reformed insolvency and enterprise policy.
  • D. Competition and Consumer Act 2010
    The Competition and Consumer Act 2010 is an Australian federal law that regulates competition, fair trading, and consumer protection, enforced primarily by the Australian Competition and Consumer Commission (ACCC).
  • E. Public Service Act 1999
    The Public Service Act 1999 is an Australian federal law that establishes the framework, values, and employment principles for the Australian Public Service and its departments.
  • 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.