The invention relates to the technical field of big data, is applied to the field of smart medical treatment, and discloses a clinical medical knowledge graph construction method, device and equipmentand a storage medium, which are used for improving the accuracy of the clinical knowledge graph. The clinical medical knowledge graph construction method comprises the steps: recognizing named entities of electronic medical record text information, and obtaining medical entity information, medical entity clause information and medical entity attribute information; generating target triple information and target entity attribute key value pair information according to the medical entity information, the medical entity clause information and the medical entity attribute information; according to the target triple information and the target entity attribute key value pair information, generating, sampling and auditing a clinical medical knowledge graph to be audited; and when the auditing result is smaller than a preset threshold value, optimizing the clinical medical knowledge graph to be audited to obtain a general clinical medical knowledge graph. The invention also relates to a blockchain technology, and the general clinical medical knowledge graph can be stored in blockchain nodes.