Triple

T3656276
Position Surface form Disambiguated ID Type / Status
Subject National Consumer Credit Protection Act 2009 E77537 entity
Predicate includes P1393 FINISHED
Object National Credit Code
The National Credit Code is an Australian legal framework that regulates consumer credit contracts, leases, and related financial services to protect borrowers.
 E377727 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 Credit Code | Statement: [National Consumer Credit Protection Act 2009, includes, National Credit Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Credit Code
Context triple: [National Consumer Credit Protection Act 2009, includes, National Credit Code]
  • A. Census Code
    The Census Code is the body of U.S. federal law that governs the collection, confidentiality, and publication of national statistical and census data.
  • B. NAICS codes
    NAICS codes are a standardized classification system used in North America to categorize businesses and industries for statistical, regulatory, and procurement purposes.
  • C. Creditex
    Creditex is a financial services firm specializing in electronic trading and brokerage of credit derivatives and related fixed-income products.
  • D. NCR
    NCR is the commonly used acronym for the National Capital Region of the Philippines, encompassing Metro Manila and serving as the country’s political, economic, and cultural center.
  • E. Global Credit
    Global Credit is a division of The Carlyle Group focused on a broad range of credit and debt investment strategies across global markets.
  • 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 Credit Code
Triple: [National Consumer Credit Protection Act 2009, includes, National Credit Code]
Generated description
The National Credit Code is an Australian legal framework that regulates consumer credit contracts, leases, and related financial services to protect borrowers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: National Credit Code
Target entity description: The National Credit Code is an Australian legal framework that regulates consumer credit contracts, leases, and related financial services to protect borrowers.
  • A. Census Code
    The Census Code is the body of U.S. federal law that governs the collection, confidentiality, and publication of national statistical and census data.
  • B. NAICS codes
    NAICS codes are a standardized classification system used in North America to categorize businesses and industries for statistical, regulatory, and procurement purposes.
  • C. Creditex
    Creditex is a financial services firm specializing in electronic trading and brokerage of credit derivatives and related fixed-income products.
  • D. NCR
    NCR is the commonly used acronym for the National Capital Region of the Philippines, encompassing Metro Manila and serving as the country’s political, economic, and cultural center.
  • E. Global Credit
    Global Credit is a division of The Carlyle Group focused on a broad range of credit and debt investment strategies across global markets.
  • 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.