Abstract: A system for extracting values for data fields from one or more unstructured data sources. The system generates chunks from the document. The system associates unique identifiers with each chunk to provide traceability. The system identifies relevant chunks from the documents and includes the relevant chunks with a request to extract the data elements in a prompt to the language model. The system also includes a request for the language model to report the chunks used during extraction of the data elements. The system can request that the language model provides reasoning for the extracted value referring to the chunks identified as used. The reported chunks are stored with the extracted data for verification, auditing, and error control. An interactive user interface is generated facilitating review and correction of the extracted values. The system may be configured with a feedback system allowing for improvement of the extraction system.

Abstract: A system and method of the type for quickly mobilizing a unit for dredging a layer of material from a water bottom is provided. The dredging system includes: a motorized, substantially self-contained vessel positioned above a borrow site, at least one dredging shoe extended from the vessel to a bottom of a water adapted for dredging a material from the bottom to a pre-selected depth, a power source positioned on the vessel in operational connection with the dredging shoe for drawing the material into the shoe and transporting the material through a conduit to a deposit site, and a dredging motivation system connected to the vessel for moving the vessel and the dredging shoe along a dredging path.

Abstract: A method of producing cold nuclear fusion and a method of preparing a fusion-promoting material for producing cold nuclear fusion are disclosed. The method of producing fusion includes selecting a fusion-promoting material, hydriding the fusion-promoting material with a source of isotopic hydrogen, and establishing a non-equilibrium condition in the fusion-promoting material. The method of producing fusion may include cleaning the fusion-promoting material. The method of producing fusion may also include heat-treating the fusion-promoting material. The method of preparing a fusion-promoting material for producing fusion includes selecting a fusion-promoting material and hydriding the fusion-promoting material with a source of isotopic hydrogen. The method of preparing a fusion-promoting material for producing fusion may include cleaning the fusion-promoting material. The method of preparing a fusion-promoting material for producing fusion may also include heat-treating the fusion-promoting material.

Abstract: A system and method of the type for quickly mobilizing a unit for dredging a layer of material from a water bottom is provided. The dredging system includes: a motorized, substantially self-contained vessel positioned above a borrow site, at least one dredging shoe extended from the vessel to a bottom of a water adapted for dredging a material from said bottom to a pre-selected depth, a power source positioned on the vessel in operational connection with the dredging shoe for drawing the material into the shoe and transporting the material through a conduit to a deposit site, and a dredging motivation system connected to the vessel for moving the vessel and the dredging shoe along a dredging path.

Abstract: A nozzle system for imparting compound motion, including an orbital component and a rotational component, to the discharged fluid. The nozzle system comprises a specially engineered shell surrounding a freely flexible hose of sufficient structural integrity to simultaneously exhibit two different motion characteristics to impart the compound motion to the discharged fluid. When fluid is delivered to the nozzle system, the hose moves orbitally; that is, the hose rides against the wall of the shell in a cork screwing manner. Simultaneously, the hose rotates or twists back and forth about its own axis relative to its fixed end. Both components of motion are imparted to the discharged fluid to enhance spray power and expanse.