Triple

T13554202

Position	Surface form	Disambiguated ID	Type / Status
Subject	state budget of Egypt	`E323727`	entity
Predicate	legalBasis	`P125`	FINISHED
Object	Public Finance Law of Egypt The Public Finance Law of Egypt is the primary legal framework governing how the Egyptian state plans, approves, manages, and oversees its public revenues, expenditures, and overall fiscal policy.	`E1047389`	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: Public Finance Law of Egypt | Statement: [state budget of Egypt, legalBasis, Public Finance Law of Egypt]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Public Finance Law of Egypt
Context triple: [state budget of Egypt, legalBasis, Public Finance Law of Egypt]

A. Public Finance Management Act of Kenya
The Public Finance Management Act of Kenya is a key law that governs how public funds are raised, managed, and accounted for across national and county governments, defining the roles and responsibilities of financial authorities including the National Treasury.
B. economic courts of Egypt
The economic courts of Egypt are specialized judicial bodies that handle commercial, financial, and economic disputes to support a stable and investment-friendly business environment in the country.
C. 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.
D. Public Finance Act of Poland
The Public Finance Act of Poland is a key legal framework that regulates the management, accountability, and control of public funds and the State Treasury within the Polish public finance system.
E. public funds courts of Egypt
The public funds courts of Egypt are specialized judicial bodies that handle cases involving corruption, embezzlement, and other financial crimes related to state and public assets.
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: Public Finance Law of Egypt
Triple: [state budget of Egypt, legalBasis, Public Finance Law of Egypt]

Generated description

The Public Finance Law of Egypt is the primary legal framework governing how the Egyptian state plans, approves, manages, and oversees its public revenues, expenditures, and overall fiscal policy.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Public Finance Law of Egypt
Target entity description: The Public Finance Law of Egypt is the primary legal framework governing how the Egyptian state plans, approves, manages, and oversees its public revenues, expenditures, and overall fiscal policy.

A. Public Finance Management Act of Kenya
The Public Finance Management Act of Kenya is a key law that governs how public funds are raised, managed, and accounted for across national and county governments, defining the roles and responsibilities of financial authorities including the National Treasury.
B. economic courts of Egypt
The economic courts of Egypt are specialized judicial bodies that handle commercial, financial, and economic disputes to support a stable and investment-friendly business environment in the country.
C. 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.
D. Public Finance Act of Poland
The Public Finance Act of Poland is a key legal framework that regulates the management, accountability, and control of public funds and the State Treasury within the Polish public finance system.
E. public funds courts of Egypt
The public funds courts of Egypt are specialized judicial bodies that handle cases involving corruption, embezzlement, and other financial crimes related to state and public assets.
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_69d8076830b48190910a902bae5888e2`	completed	April 9, 2026, 8:09 p.m.
NER	Named-entity recognition	`batch_69dbaff1c1f0819084352d9b2ee13d7a`	completed	April 12, 2026, 2:45 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f75da721208190a3f5159125dbde9a`	completed	May 3, 2026, 2:37 p.m.
NEDg	Description generation	`batch_69f75ec5101081909652b0c0998b36c8`	completed	May 3, 2026, 2:42 p.m.
NED2	Entity disambiguation (via description)	`batch_69f75f4a3b0c81908c0ca0351771953b`	completed	May 3, 2026, 2:44 p.m.

Created at: April 9, 2026, 9:46 p.m.