Abstract: With the widespread application of temporal knowledge graph reasoning (TKGR) models, there is an increasing demand to reduce the memory consumption and enhance the reasoning efficiency.

The 56th GST Council, led by Union Finance Minister Nirmala Sitharaman in New Delhi on September 3, 2025, announced a major overhaul to India’s Goods and Services Tax (GST) regime. These changes, ...