Systems and methods for well document extraction
AssigneeSchlumberger Technology Corporation
InventorsAndrew Reisdorf, Eric Moscardi, Ashley Weir
Life of this patent
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Abstract
The present disclosure relates to systems and methods for automatically extracting data from well documents. The systems and methods obtain extracted text from the well documents and create a tailored prompt with instructions for extracting the data from the extracted text. The systems and methods provide the tailored prompt to a large language model. The large language model uses the tailored prompt to automatically extract the data from the extracted text. The systems and methods receive the data from the large language model and present the data in an interactive table.
Claims21
A method, comprising:
- obtaining extracted text from well documents comprising a first document having a first format and a second document having a second format, wherein the first format comprises a first unstructured format including at least one of a PNG format or a TIFF format and the second format comprises a second unstructured format including a PDF format;
- receiving a tailored prompt with instructions for extracting data from the extracted text;
- providing, to a large language model, the tailored prompt;
- receiving, from the large language model, the data in response to the large language model using the tailored prompt to automatically extract the data from the extracted text, the data having a third format different than the first format and the second format, the third format comprising a structured text format;
- displaying, on a display, the data in an interactive table;
- displaying a well schematic using the data, the well schematic comprising quality control parameters;
- displaying, on the display, the well schematic nearby the data in the interactive table;
- querying the extracted text to obtain actionable document insights;
- updating the well documents to include the actionable document insights;
- and
- storing, on a memory, the well documents including the actionable document insights.
A system, comprising:
- a memory;
- and
- a processor operable to communicate with the memory, wherein the processor is operable to:
- obtain extracted text from well documents comprising a first document having a first format and a second document having a second format, wherein the first format comprises a first unstructured format including at least one of a PNG format or a TIFF format and the second format comprises a second unstructured format including a PDF format;
- receive a tailored prompt with instructions for extracting data from the extracted text;
- provide, to a large language model, the tailored prompt;
- receive, from the large language model, the data in response to the large language model using the tailored prompt to automatically extract the data from the extracted text, the data having a third format different than the first format and the second format, the third format comprising a structured text format;
- display, on a display, the data in an interactive table;
- display a well schematic using the data, the well schematic comprising quality control parameters;
- display, on the display, the well schematic nearby the data in the interactive table;
- query the extracted text to obtain actionable document insights;
- update the well documents to include the actionable document insights;
- and
- store, on the memory, the well documents including the actionable document insights.
Dependencies are inferred from the claim text.