Triple

T6470765
Position Surface form Disambiguated ID Type / Status
Subject French law E142342 entity
Predicate codifiedIn P775 FINISHED
Object Code de commerce
The Code de commerce is the French commercial code that governs business and commercial activities, including companies, trade, and commercial contracts.
 E596349 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: Code de commerce | Statement: [French law, codifiedIn, Code de commerce]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Code de commerce
Context triple: [French law, codifiedIn, Code de commerce]
  • A. 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.
  • B. Commercial Code of Egypt
    The Commercial Code of Egypt is the primary legal framework governing commercial transactions, business activities, and traders in Egypt.
  • C. commercial law of the People’s Republic of China
    The commercial law of the People’s Republic of China is the body of statutes and regulations governing business entities, commercial transactions, and market activities within China’s legal system.
  • D. Market Identifier Code
    A Market Identifier Code (MIC) is a standardized four-character code used globally to uniquely identify securities trading venues such as stock exchanges and trading platforms.
  • E. Customs Valuation Code
    The Customs Valuation Code is an international agreement that standardized how countries determine the customs value of imported goods, aiming to make global trade more transparent and fair.
  • 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: Code de commerce
Triple: [French law, codifiedIn, Code de commerce]
Generated description
The Code de commerce is the French commercial code that governs business and commercial activities, including companies, trade, and commercial contracts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Code de commerce
Target entity description: The Code de commerce is the French commercial code that governs business and commercial activities, including companies, trade, and commercial contracts.
  • A. 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.
  • B. Commercial Code of Egypt
    The Commercial Code of Egypt is the primary legal framework governing commercial transactions, business activities, and traders in Egypt.
  • C. commercial law of the People’s Republic of China
    The commercial law of the People’s Republic of China is the body of statutes and regulations governing business entities, commercial transactions, and market activities within China’s legal system.
  • D. Market Identifier Code
    A Market Identifier Code (MIC) is a standardized four-character code used globally to uniquely identify securities trading venues such as stock exchanges and trading platforms.
  • E. Customs Valuation Code
    The Customs Valuation Code is an international agreement that standardized how countries determine the customs value of imported goods, aiming to make global trade more transparent and fair.
  • 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_69c008d3bf4c8190bcf798c5ba9d6fb3 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c06a2e896481908ed004e3b0a33121 completed March 22, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6539c93c481909bed35b68ce420d8 completed March 27, 2026, 9:53 a.m.
NEDg Description generation batch_69c6559d06c8819082cad37d62fcb3a3 completed March 27, 2026, 10:02 a.m.
NED2 Entity disambiguation (via description) batch_69c6564e01748190a3a12abcc0dfd30f completed March 27, 2026, 10:05 a.m.
Created at: March 22, 2026, 4:50 p.m.