Triple

T9221475
Position Surface form Disambiguated ID Type / Status
Subject Commercial Code of Egypt E221369 entity
Predicate relatedTo P37 FINISHED
Object Egyptian Companies Law
The Egyptian Companies Law is the primary legal framework governing the formation, operation, and regulation of companies and corporate entities in Egypt.
 E784879 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: Egyptian Companies Law | Statement: [Commercial Code of Egypt, relatedTo, Egyptian Companies Law]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Egyptian Companies Law
Context triple: [Commercial Code of Egypt, relatedTo, Egyptian Companies Law]
  • A. Commercial Code of Egypt
    The Commercial Code of Egypt is the primary legal framework governing commercial transactions, business activities, and traders in Egypt.
  • B. Egyptian law
    Egyptian law is the national legal system of Egypt, combining civil law principles with Islamic Sharia influences to govern criminal, civil, administrative, and personal status matters.
  • C. Egyptian mining law
    Egyptian mining law is the legal framework that governs the exploration, extraction, and management of mineral resources in Egypt.
  • D. Egyptian Penal Code
    The Egyptian Penal Code is the primary statute that defines criminal offenses and prescribes penalties in Egypt’s legal system.
  • E. Industrial Development Authority of Egypt
    The Industrial Development Authority of Egypt is a governmental body responsible for planning, regulating, and promoting industrial development and investment across Egypt’s industrial zones.
  • 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: Egyptian Companies Law
Triple: [Commercial Code of Egypt, relatedTo, Egyptian Companies Law]
Generated description
The Egyptian Companies Law is the primary legal framework governing the formation, operation, and regulation of companies and corporate entities in Egypt.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Egyptian Companies Law
Target entity description: The Egyptian Companies Law is the primary legal framework governing the formation, operation, and regulation of companies and corporate entities in Egypt.
  • A. Commercial Code of Egypt
    The Commercial Code of Egypt is the primary legal framework governing commercial transactions, business activities, and traders in Egypt.
  • B. Egyptian law
    Egyptian law is the national legal system of Egypt, combining civil law principles with Islamic Sharia influences to govern criminal, civil, administrative, and personal status matters.
  • C. Egyptian mining law
    Egyptian mining law is the legal framework that governs the exploration, extraction, and management of mineral resources in Egypt.
  • D. Egyptian Penal Code
    The Egyptian Penal Code is the primary statute that defines criminal offenses and prescribes penalties in Egypt’s legal system.
  • E. Industrial Development Authority of Egypt
    The Industrial Development Authority of Egypt is a governmental body responsible for planning, regulating, and promoting industrial development and investment across Egypt’s industrial zones.
  • 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_69ca83eae42c8190a0ea9e040710a277 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccda75b6888190814cfb890e763b8f completed April 1, 2026, 8:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69d066384a908190b833d4ae5b3c5074 completed April 4, 2026, 1:15 a.m.
NEDg Description generation batch_69d06771ba808190a7b10f664425e76e completed April 4, 2026, 1:20 a.m.
NED2 Entity disambiguation (via description) batch_69d068087ab881908edcfd384a2e3f07 completed April 4, 2026, 1:23 a.m.
Created at: March 30, 2026, 7:28 p.m.