Abstract: A system and method for knowledge graph data structure based machine learning capable of processing claim documents to reduce cycle time and improve client experience and return to work outcomes is proposed. The system uses a Large Language Model (LLM), having a name entity recognition model and next best action engine, to identify claim specific data. The claim specific data may include keywords and phrases which are related to a user's claim or history. A pre-trained knowledge graph data structure trained based on a corpus of similar historical treatments is provided to the next best action engine in combination with the user's information for operating in inference mode. The nest best action engine contains triggers which correspond to the identified entities or relationships, and automatically generates an output data structure.

Abstract: Provided are treats having an outer portion and an inner portion which contains a filing. The filling may include ground or diced meat and further includes additional ingredients for health benefits or palatability. The treats are highly palatable to pets and therefore very well-suited to delivery of health ingredients.

Abstract: Provided are multi-layered pet treats containing meat and rawhide layers. In some aspects, the treats have an alternating layer structure containing at least layer of one or more dried meats and at least one layer of chopped rawhide pieces. Also provided are methods for making the treats, comprising layering the alternate layers in a mold, freezing the layers and slicing them prior to cooking. The treats provide high palatability and visual appeal to the pets, as well as conferring dental benefits on the pet.

Abstract: Provided are treats having an outer portion and an inner portion which contains a filing. The filling may include ground or diced meat and further includes additional ingredients for health benefits or palatability. The treats are highly palatable to pets and therefore very well-suited to delivery of health ingredients.

Abstract: This invention discloses a conductor roll that is surrounded by a crown that extends along a substantial portion of the length of the conductor roll. The crown is designed to compensate for the deflection of the conductor roll when the conductor roll is placed under a load.

Abstract: A method and system for finishing windows uses a shim plate. The shim plate is fastened to a framing member and extends between the framing member and the periphery of the framed insert. Foaming material is expanded between the sill plate and the framing member to support the shim plate relative to the framing member. Finishing material may be placed against the shim plate and fastened in place to finish the window opening.