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.