Data normalization and irregularity detection system

Patent metadata

Field	Value
Publication number	US-2025390662-A1
Application number	US-202519304389-A
Country	US
Kind code	A1
Filing date	Aug 19, 2025
Priority date	Dec 22, 2017
Publication date	Dec 25, 2025
Grant date	—

Abstract

A computer-implemented method is provided to provide analysis of claim information. The system may receive claim data from a plurality of entities and, for one or more claim items in the received claim data, determine a format of the claim item. The system may convert the claim item from the determined format into a standard format. The system may receive a selection of one or more providers, and determine one or more claim items associated with the provider in the selection. The system may generate a user interface, the user interface comprising a visual representation of one or more attributes of the one or more claim items.

First claim

What is claimed is:

1 . A method performed by one or more computer hardware processors, the method comprising:
receiving a file comprising a plurality of records, the plurality of records comprising: (i) a first record associated with a first person and a first provider, and (ii) a second record associated with a second person and a second provider, the first person different from the second person; determining a first format of the plurality of records; converting, from the first format into a standard format, (i) the first record to a first data item and (ii) the second record to a second data item, wherein converting the first record to the first data item further comprises:
performing an analysis of a data value of the first record; and
based on the analysis, assigning text to a data field in the first data item; and
causing presentation, in a first user interface, of a visualization based at least in part on a plurality of data items comprising at least one of the first data item or the second data item.

2 . The method of claim 1 further comprising:
causing presentation, in a second user interface, of a table comprising the plurality of data items;
receiving, via the second user interface, a filter parameter;
determining, from the plurality of data items, a subset of data items associated with the filter parameter; and
causing presentation, in the second user interface, of the subset of data items in the table.

3 . The method of claim 1 , wherein the text comprises natural language.

4 . The method of claim 1 further comprising:
receiving, in the first user interface, user input indicating receive a selection of the first provider;
determining, from the plurality of data items, a subset of data items associated with the first provider, the subset of data items (i) including the first data item and (ii) excluding the second data item; and
causing presentation, in a second user interface, of a second visualization based at least in part on the subset of data items associated with the first provider.

5 . The method of claim 1 , wherein the visualization comprises at least one of: a plot, a graph, or a chart.

6 . The method of claim 1 , wherein converting the first record to the first data item further comprises:
identifying, from a description mapping list, a first mapping between the text and the data value.

7 . The method of claim 1 , wherein converting the second record to the second data item further comprises:
identifying a data type for a second data value of the second record; calculating, based at least in part on the data type, a converted value from the second data value; and assigning the converted value to a second data field in the second data item.

8 . The method of claim 7 , wherein calculating the converted value further comprises:
at least one of, multiplying or dividing the second data value by a conversion factor.

9 . A system comprising:
one or more computer-readable storage mediums storing program instructions; and one or more processors configured to execute the program instructions to cause the system to:
receive a file comprising a plurality of records, the plurality of records comprising: (i) a first record associated with a first person and a first provider, and (ii) a second record associated with a second person and a second provider, the first person different from the second person;
determine a first format of the plurality of records;
convert, from the first format into a standard format, (i) the first record to a first data item and (ii) the second record to a second data item, wherein converting the first record to the first data item further comprises:
performing an analysis of a data value of the first record; and
based on the analysis, assigning text to a data field in the first data item; and

cause presentation, in a first user interface, of a visualization based at least in part on a plurality of data items comprising at least one of the first data item or the second data item.

10 . The system of claim 9 , wherein the one or more processors are configured to execute additional program instructions to cause the system to:
cause presentation, in a second user interface, of a table comprising the plurality of data items; receive, via the second user interface, a filter parameter; determine, from the plurality of data items, a subset of data items associated with the filter parameter; and cause presentation, in the second user interface, of the subset of data items in the table.

11 . The system of claim 9 , wherein the text comprises natural language.

12 . The system of claim 9 , wherein the one or more processors are configured to execute additional program instructions to cause the system to:
receive, in the first user interface, user input indicating receive a selection of the first provider; determine, from the plurality of data items, a subset of data items associated with the first provider, the subset of data items (i) including the first data item and (ii) excluding the second data item; and cause presentation, in a second user interface, of a second visualization based at least in part on the subset of data items associated with the first provider.

13 . The system of claim 9 , wherein the visualization comprises at least one of: a plot, a graph, or a chart.

14 . The system of claim 9 , wherein converting the first record to the first data item further comprises:
identifying, from a description mapping list, a first mapping between the text and the data value.

15 . The system of claim 9 , wherein converting the second record to the second data item further comprises:
identifying a data type for a second data value of the second record; calculating, based at least in part on the data type, a converted value from the second data value; and assigning the converted value to a second data field in the second data item.

16 . The system of claim 15 , wherein calculating the converted value further comprises:
at least one of, multiplying or dividing the second data value by a conversion factor.

Assignees

• Palantir Technologies Inc

Inventors

• Sharzer Charles
• Bhat Meghana
• Brady William

Classifications

• G06F16/90332

  Natural language query formulation or dialogue systems · CPC title

• G06F16/907

  Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually · CPC title

• G06F3/0482

  Interaction with lists of selectable items, e.g. menus · CPC title

• H04W12/12

  Detection or prevention of fraud · CPC title

• G06F17/18

  for evaluating statistical data {, e.g. average values, frequency distributions, probability functions, regression analysis (forecasting specially adapted for a specific administrative, business or logistic context G06Q10/04)} · CPC title