PATENT CLAIM ANALYSIS

Application Number: 16263248
Application Type: Utility
Filing Date: 2019-01
Publication Date: 2019-05
Patent Classification: ["715", "230000"]

Abstract:
A primary ingestion pipeline configured for use in natural language processing includes annotators configured for annotating documents. The annotators and documents to be annotated are evaluated. Based on the evaluations, an ingestion risk score is generated for each document. Each ingestion risk score represents a likelihood that an associated document will not successfully be annotated by the annotators. Each ingestion risk score is compared to a set of risk criteria. Based on the comparisons, a determination is made that each document of a first set of documents satisfies the set of risk criteria. A further determination is made, based on the comparisons, that each document of a second set of documents does not satisfy the set of risk criteria. In response to these determinations, the first set of documents is entered into the primary ingestion pipeline and the second set of documents is provided special handling.

Claim (Index 5):
The method of  claim 2  further comprising:\n generating, based on the evaluating the plurality of annotators and further based on the evaluating the plurality of documents, a document-annotator pair risk score for each document of the plurality of documents for each annotator of the plurality of annotators, wherein each document-annotator pair risk score represents a likelihood that an associated document will not successfully be annotated by an associated annotator while passing through the primary ingestion pipeline; \n comparing each document-annotator pair risk score to a secondary set of risk criteria; \n determining, based on the comparing each document-annotator pair risk score to the secondary set of risk criteria, that, for a first annotator of the plurality of annotators, a first document of the first set of documents does not satisfy the secondary set of risk criteria; \n transferring, after entering the first document into the primary ingestion pipeline and in response to the secondary set of risk criteria failure determination, the first document from the primary ingestion pipeline to the secondary ingestion pipeline; \n annotating the first document with the first annotator in the secondary ingestion pipeline; and \n transferring, after the annotating with the first annotator, the first document back to the primary ingestion pipeline.

Metadata:
- Claim Count in Document: 1.0
- Percentile: 99.0
- Lexical Diversity: 2.33824
- Patent Class: 715.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['14728050', '14266959', '14868608', '12771086', '14252452']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2827431877553731
- 35 USC 102 Novelty (BERT): 0.5763840399832715
- Combined Prediction Score: 0.312107272978163
- Mean Citation Score: 273.639792
- Max Citation Score: 457.3825
- Similarity Product: 454.6420570287109

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 1
- Claim Label 112: 1
- Combined Label: 1
- Label 101 Adjusted: 1

Dataset: test