Triple

T5772581
Position Surface form Disambiguated ID Type / Status
Subject FASB Accounting Standards Codification E127361 entity
Predicate includesStandard P19701 FINISHED
Object Topic 326 Financial Instruments—Credit Losses
Topic 326 Financial Instruments—Credit Losses is a U.S. GAAP accounting standard that establishes the current expected credit loss (CECL) model for measuring and recognizing credit losses on financial assets.
E544872 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: Topic 326 Financial Instruments—Credit Losses | Statement: [FASB Accounting Standards Codification, includesStandard, Topic 326 Financial Instruments—Credit Losses]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Topic 326 Financial Instruments—Credit Losses
Context triple: [FASB Accounting Standards Codification, includesStandard, Topic 326 Financial Instruments—Credit Losses]
  • A. IFRS 9 Financial Instruments
    IFRS 9 Financial Instruments is an international accounting standard that sets out principles for the classification, measurement, impairment, and hedge accounting of financial instruments.
  • B. IAS 32 Financial Instruments: Presentation
    IAS 32 Financial Instruments: Presentation is an International Accounting Standard that sets out principles for classifying and presenting financial instruments as liabilities or equity in financial statements.
  • C. IFRS 7 Financial Instruments: Disclosures
    IFRS 7 Financial Instruments: Disclosures is an international accounting standard that sets out detailed disclosure requirements to help users assess the significance of financial instruments and the nature and extent of related risks in an entity’s financial statements.
  • D. IAS 36 Impairment of Assets
    IAS 36 Impairment of Assets is an International Accounting Standard that prescribes procedures to ensure assets are not carried at more than their recoverable amount, requiring entities to recognize and measure impairment losses when necessary.
  • E. IFRS 15 Revenue from Contracts with Customers
    IFRS 15 Revenue from Contracts with Customers is an international accounting standard that sets out a comprehensive, principles-based framework for recognizing revenue from customer contracts across industries.
  • 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: Topic 326 Financial Instruments—Credit Losses
Triple: [FASB Accounting Standards Codification, includesStandard, Topic 326 Financial Instruments—Credit Losses]
Generated description
Topic 326 Financial Instruments—Credit Losses is a U.S. GAAP accounting standard that establishes the current expected credit loss (CECL) model for measuring and recognizing credit losses on financial assets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Topic 326 Financial Instruments—Credit Losses
Target entity description: Topic 326 Financial Instruments—Credit Losses is a U.S. GAAP accounting standard that establishes the current expected credit loss (CECL) model for measuring and recognizing credit losses on financial assets.
  • A. IFRS 9 Financial Instruments
    IFRS 9 Financial Instruments is an international accounting standard that sets out principles for the classification, measurement, impairment, and hedge accounting of financial instruments.
  • B. IAS 32 Financial Instruments: Presentation
    IAS 32 Financial Instruments: Presentation is an International Accounting Standard that sets out principles for classifying and presenting financial instruments as liabilities or equity in financial statements.
  • C. IFRS 7 Financial Instruments: Disclosures
    IFRS 7 Financial Instruments: Disclosures is an international accounting standard that sets out detailed disclosure requirements to help users assess the significance of financial instruments and the nature and extent of related risks in an entity’s financial statements.
  • D. IAS 36 Impairment of Assets
    IAS 36 Impairment of Assets is an International Accounting Standard that prescribes procedures to ensure assets are not carried at more than their recoverable amount, requiring entities to recognize and measure impairment losses when necessary.
  • E. IFRS 15 Revenue from Contracts with Customers
    IFRS 15 Revenue from Contracts with Customers is an international accounting standard that sets out a comprehensive, principles-based framework for recognizing revenue from customer contracts across industries.
  • 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_69c00834f6308190851b0abeddd8ed7e completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c029adda188190a5c26c363614145f completed March 22, 2026, 5:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e686ad88190b34e5e94145b44dc completed March 22, 2026, 11:42 p.m.
NEDg Description generation batch_69c08d238384819089104f5c778ec315 completed March 23, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_69c08dac9eec8190996f6c537777801b completed March 23, 2026, 12:47 a.m.
Created at: March 22, 2026, 3:50 p.m.