Abstract: The present disclosure describes identifying and creating information associated with one or more items represented in a record system, such as a distributed ledger or blockchain. According to certain aspects of the disclosure, a response is received for a first record. An iterative process is performed to locate the first record in the record system. Upon determining that the first record cannot be found or that the first record is incomplete, one or more machine learning algorithms may analyze related records. Based on the analysis of the related records, the one or more machine learning algorithms may generate the first record. Alternatively, the one or more machine learning algorithms may generate the missing information. The first record may then be added to the record system and associated with the related records.

Abstract: The present disclosure describes techniques for generating a digital twin to represent the chemical properties, elemental properties, elemental components, parametric components, and/or molecular components for a resource. A sample of a resource may be obtained and analyzed to identify one or more molecular descriptors contained in the resource. Further analysis of the one or more molecular descriptors and/or the resource may identify gaps in the data and/or information about the resource. Using machine-learning models and a chemistry knowledgebase, the gaps in the data and/or information about the resource may be filled. Further, the machine-learning models described herein may be used to generate a digital twin of the resource that represents the resource in a digital form such that the resource may be tracked accurately throughout its lifecycle, including how the resource may change due to environmental conditions, storage conditions, and/or custodial changes.

Abstract: The present disclosure describes creating and managing one or more tokens (e.g., non-fungible tokens) to represent one or more chemical properties, elemental properties, elemental components, parametric components, and/or molecular components of a resource (e.g. a commodity). The tokens may create an immutable record of a property right of the chemical properties, elemental properties, elemental components, parametric components, and/or molecular components of a resource. As the resource traverses its lifecycle, the tokens may be decremented—or otherwise updated, changed, modified, or altered—as the resource is parsed and/or refined. Based on one or more changes to the chemical composition of the resource, one or more additional tokens may be generated to indicate the one or more changes. When the resource is consumed (e.g., burned as fuel) or sequestered (e.g., used to make plastic), the tokens may be destroyed.

Abstract: The present disclosure describes a technology platform for creating and updating records of resources in a ledger. To create a record, a tenant organization may prepare a record to write to the ledger that may be flagged as temporary. Metadata may be added to the record, which flags the record as temporary. The metadata may comprise a unique code and an identification of a user that can approve the temporary record. The unique code and the identification may be sent, by the technology platform, to a device associated with one or more approving devices. Upon receiving the code and the identification of the transaction, the device may sign the unique code and invoke a routine based on the identification. The routine may fetch the temporary record. The device may compare the unique code to a code stored in the metadata of the temporary record. Upon valid verification of the unique code, the device may indicate authorization of the write.

Abstract: The present disclosure describes identifying and creating information associated with one or more items represented in a record system, such as a distributed ledger or blockchain. According to certain aspects of the disclosure, a response is received for a first record. An iterative process is performed to locate the first record in the record system. Upon determining that the first record cannot be found or that the first record is incomplete, one or more machine learning algorithms may analyze related records. Based on the analysis of the related records, the one or more machine learning algorithms may generate the first record. Alternatively, the one or more machine learning algorithms may generate the missing information. The first record may then be added to the record system and associated with the related records.

Abstract: The present disclosure describes a technology platform for creating and updating records of resources in a ledger. To create a record, a tenant organization may prepare a record to write to the ledger that may be flagged as temporary. Metadata may be added to the record, which flags the record as temporary. The metadata may comprise a unique code and an identification of a user that can approve the temporary record. The unique code and the identification may be sent, by the technology platform, to a device associated with one or more approving devices. Upon receiving the code and the identification of the transaction, the device may sign the unique code and invoke a routine based on the identification. The routine may fetch the temporary record. The device may compare the unique code to a code stored in the metadata of the temporary record. Upon valid verification of the unique code, the device may indicate authorization of the write.

Abstract: The present disclosure describes a technology platform for creating and updating records of resources in a ledger. To create a record, a tenant organization may prepare a record to write to the ledger that may be flagged as temporary. Metadata may be added to the record, which flags the record as temporary. The metadata may comprise a unique code and an identification of a user that can approve the temporary record. The unique code and the identification may be sent, by the technology platform, to a device associated with one or more approving devices. Upon receiving the code and the identification of the transaction, the device may sign the unique code and invoke a routine based on the identification. The routine may fetch the temporary record. The device may compare the unique code to a code stored in the metadata of the temporary record. Upon valid verification of the unique code, the device may indicate authorization of the write.

Abstract: The present disclosure describes techniques for generating a digital twin to represent the chemical properties, elemental properties, elemental components, parametric components, and/or molecular components for a resource. A sample of a resource may be obtained and analyzed to identify one or more molecular descriptors contained in the resource. Further analysis of the one or more molecular descriptors and/or the resource may identify gaps in the data and/or information about the resource. Using machine-learning models and a chemistry knowledgebase, the gaps in the data and/or information about the resource may be filled. Further, the machine-learning models described herein may be used to generate a digital twin of the resource that represents the resource in a digital form such that the resource may be tracked accurately throughout its lifecycle, including how the resource may change due to environmental conditions, storage conditions, and/or custodial changes.

Abstract: The present disclosure describes a technology platform for creating and updating records of resources in a ledger. To create a record, a tenant organization may prepare a record to write to the ledger that may be flagged as temporary. Metadata may be added to the record, which flags the record as temporary. The metadata may comprise a unique code and an identification of a user that can approve the temporary record. The unique code and the identification may be sent, by the technology platform, to a device associated with one or more approving devices. Upon receiving the code and the identification of the transaction, the device may sign the unique code and invoke a routine based on the identification. The routine may fetch the temporary record. The device may compare the unique code to a code stored in the metadata of the temporary record. Upon valid verification of the unique code, the device may indicate authorization of the write.

Abstract: The present disclosure describes creating and managing one or more tokens (e.g., non-fungible tokens) to represent one or more chemical properties, elemental properties, elemental components, parametric components, and/or molecular components of a resource (e.g. a commodity). The tokens may create an immutable record of a property right of the chemical properties, elemental properties, elemental components, parametric components, and/or molecular components of a resource. As the resource traverses its lifecycle, the tokens may be decremented—or otherwise updated, changed, modified, or altered—as the resource is parsed and/or refined. Based on one or more changes to the chemical composition of the resource, one or more additional tokens may be generated to indicate the one or more changes. When the resource is consumed (e.g., burned as fuel) or sequestered (e.g., used to make plastic), the tokens may be destroyed.