Using the network pharmacology method, we investigated how the biological mechanisms of these isolated chemicals in T. nucifera regulate various targets and signaling pathways, in particular, the NF-κB signaling pathway, further verified by Western blot data in the treatment of rheumatoid arthritis. The gene discussed is NFKB1; the disease is rheumatoid arthritis.