Defense & Aerospace — Key Entity Extraction and Taxonomy Update Pipeline

Overview

The Key Entity Extraction and Taxonomy Update Pipeline is designed to enrich the existing taxonomy by extracting relevant entities from unstructured data sources, thereby improving information retrieval and accessibility. The primary data sources include technical documents, reports, and operational data specific to the Defense & Aerospace industry. The ingestion pipeline begins with the collection of these documents, followed by a series of processing steps that utilize advanced Natural Languag

The Key Entity Extraction and Taxonomy Update Pipeline is designed to enrich the existing taxonomy by extracting relevant entities from unstructured data sources, thereby improving information retrieval and accessibility. The primary data sources include technical documents, reports, and operational data specific to the Defense & Aerospace industry. The ingestion pipeline begins with the collection of these documents, followed by a series of processing steps that utilize advanced Natural Language Processing (NLP) techniques to identify and extract pertinent terms and entities. This extraction process involves tokenization, named entity recognition, and classification to ensure high accuracy in identifying relevant keywords. Quality control measures are implemented throughout the pipeline, including validation checks and error handling mechanisms to notify stakeholders in case of failures. The final outputs consist of an enriched taxonomy and updated knowledge portal entries, which facilitate improved search functionality for users. Monitoring key performance indicators (KPIs) such as extraction accuracy, processing time, and user engagement metrics are essential for evaluating the effectiveness of the pipeline. By automating the extraction and taxonomy update processes, this DAG delivers significant business value, enabling faster decision-making and enhanced operational efficiency in the Defense & Aerospace sector.

Part of the Data & Model Catalog solution for the Defense & Aerospace industry.

Use cases

• Improves information retrieval speed for critical operations
• Enhances data accessibility for decision-makers
• Reduces manual effort in data processing tasks
• Facilitates compliance with industry standards
• Supports strategic planning through enriched data insights