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Document Entity Extraction · BloomSpec

Where this sits

Knowledge, Content & Enterprise Intelligence
Document Intelligence & Processing
Information Extraction & Structuring
Document Entity Extraction

Alongside it

Extracted Value Normalization
Field & Key-Value Extraction
Form Selection & Signature Fact Extraction
Schema Mapping & Structured Output Construction
Table & Line-Item Extraction

Ask about this

Which products support operations within this?
How is this connected to {product}?
What challenges does this address?
Which solution areas include this?
Which operations in this are supported by more than one product?

Capability

Document Entity Extraction

Identify semantically meaningful entities such as parties, dates, identifiers, amounts and locations from document content.

Operations in this capability3

Emit Structured Entity Records
Identify Document Entity Mentions
Resolve Entity Attributes Within Document

Problems this addresses1

Structural OCR Errors Propagate Downstream

How this is measured3

F1 Score
Precision
Recall