Lauren H Shaw

4 source records from 3 feeds.

MBR-019249Verified4 recordsOpen steward case

Golden record

Source priority ENR > PRV > CLM > TPA; most recent value for phone, email, address_line1, city, state, zip

First namePRV: Lauren
Middle namePRV: H
Last namePRV: Shaw
Date of birthPRV: 1997-08-15
GenderPRV: F
Member IDPRV: UHC-70188-66
SSN—: —
PhonePRV: 6014169084
Email—: —
AddressPRV: 2823 Spring St
CityPRV: Los Angeles
StatePRV: CA
ZIPPRV: 90095
GroupCLM: GRP-4479
Plan—: —

Min confidence

0.99

Sources

PRV ×2TPA ×1CLM ×1

Updated

2026-10-22 12:43:43

run-mvjj6udb

Identity graph

Source records linked to this identity and the confidence of each link

Golden identityEnrollmentClaimsProvider networkThird-party administratorAuto link (at or above 0.85)Below thresholdSteward link

Linked source records

Silver values for each record in the cluster, and how it was attached

Record	Source	Received	Name	DOB	Member ID	Phone	Address	Method	Confidence	Rule
PRV-23893	PRV	2026-03-12	Lauren Shawflagged	1997-08-15	UHC-70188-66	6014169084	2823 Spring St, Los Angeles, CA	Scored	0.99	—
TPA-55895	TPA	2026-03-26	Lauern Shawflagged	1997-08-15	—	6014169084	2823 Spring St, Los Angeles, CA	Scored	0.99	—
CLM-413401	CLM	2026-06-15	Lauren Shawflagged	1997-08-15	UHC-70188-66	—	2823 Spring St, Los Angeles, CA	Rule	0.99	D1 member id + dob exact
PRV-23892	PRV	2026-07-23	Lauren Shawflagged	1997-08-15	UHC-70188-66	6014169084	2823 Spring St, Los Angeles, CA	Scored	0.99	—

Evidence

6 scored pairs among these records, expand a row for the per-field comparison

Score

Method

Rule

Decision

▶TPA-55895TPAPRV-23892PRV0.99Scoredweighted similarityAuto-linked

Field	Similarity	Weight	Note
Name	0.98	3
Date of birth	1.00	3	exact
Phone	1.00	1.5
Address	1.00	2	exact

Identifiers agreeing: 2Conflicts: noneGuard: none

▶PRV-23893PRVTPA-55895TPA0.99Scoredweighted similarityAuto-linked

Field	Similarity	Weight	Note
Name	0.98	3
Date of birth	1.00	3	exact
Phone	1.00	1.5
Address	1.00	2	exact

Identifiers agreeing: 2Conflicts: noneGuard: none

▶PRV-23893PRVCLM-413401CLM0.99RuleD1 member id + dob exactAuto-linked

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	1.00	3	exact
Member ID	1.00	4
Address	0.70	2	street_match

Identifiers agreeing: 2Conflicts: noneGuard: none

▶PRV-23893PRVPRV-23892PRV0.99RuleD1 member id + dob exactAuto-linked

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	1.00	3	exact
Member ID	1.00	4
Phone	1.00	1.5
Address	1.00	2	exact

Identifiers agreeing: 3Conflicts: noneGuard: none

▶CLM-413401CLMPRV-23892PRV0.99RuleD1 member id + dob exactAuto-linked

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	1.00	3	exact
Member ID	1.00	4
Address	0.70	2	street_match

Identifiers agreeing: 2Conflicts: noneGuard: none

▶TPA-55895TPACLM-413401CLM0.92Scoredweighted similarityAuto-linked

Field	Similarity	Weight	Note
Name	0.98	3
Date of birth	1.00	3	exact
Address	0.70	2	street_match

Identifiers agreeing: 1Conflicts: noneGuard: none

Actions

What downstream consumers did with this identity

No actions yet

Nothing downstream has consumed this identity.

Audit

Hash-chained entries touching this identity or its records

2026-10-22 12:43:54Record linked automatically1e6ac830c7
scoring_agent, PRV-23892, identity id MBR-019249, confidence 0.99, method probabilistic, matched record TPA-55895, policy version 1
2026-10-22 12:43:54Record linked automatically50b3fd5d91
matching_agent, CLM-413401, identity id MBR-019249, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-23893
2026-10-22 12:43:54Record linked automatically5e7dd2107a
scoring_agent, TPA-55895, identity id MBR-019249, confidence 0.99, method probabilistic, matched record PRV-23893, policy version 1
2026-10-22 12:43:54Record linked automaticallycf15daaa46
scoring_agent, PRV-23893, identity id MBR-019249, confidence 0.99, method probabilistic, matched record TPA-55895, policy version 1
2026-10-19 19:54:38Record linked automatically7f41f4a995
scoring_agent, PRV-23892, identity id MBR-019249, confidence 0.99, method probabilistic, matched record TPA-55895, policy version 1
2026-10-19 19:54:38Record linked automatically4340136201
matching_agent, CLM-413401, identity id MBR-019249, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-23893
2026-10-19 19:54:38Record linked automaticallyb38110a23e
scoring_agent, TPA-55895, identity id MBR-019249, confidence 0.99, method probabilistic, matched record PRV-23893, policy version 1
2026-10-19 19:54:38Record linked automatically28f8c713ce
scoring_agent, PRV-23893, identity id MBR-019249, confidence 0.99, method probabilistic, matched record TPA-55895, policy version 1
2026-10-19 19:52:09Record linked automaticallycae26649d6
scoring_agent, PRV-23892, identity id MBR-019249, confidence 0.99, method probabilistic, matched record TPA-55895, policy version 1
2026-10-19 19:52:09Record linked automatically751eda95b6
matching_agent, CLM-413401, identity id MBR-019249, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-23893
2026-10-19 19:52:09Record linked automatically8ebee4ec8a
scoring_agent, TPA-55895, identity id MBR-019249, confidence 0.99, method probabilistic, matched record PRV-23893, policy version 1
2026-10-19 19:52:09Record linked automatically554904d472
scoring_agent, PRV-23893, identity id MBR-019249, confidence 0.99, method probabilistic, matched record TPA-55895, policy version 1
2026-10-19 19:45:42Record linked automatically7067c9b707
scoring_agent, PRV-23892, identity id MBR-019249, confidence 0.99, method probabilistic, matched record TPA-55895, policy version 1
2026-10-19 19:45:42Record linked automatically1d597da7ed
matching_agent, CLM-413401, identity id MBR-019249, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-23893
2026-10-19 19:45:42Record linked automatically7dd9812f73
scoring_agent, TPA-55895, identity id MBR-019249, confidence 0.99, method probabilistic, matched record PRV-23893, policy version 1
2026-10-19 19:45:42Record linked automatically0d0d434185
scoring_agent, PRV-23893, identity id MBR-019249, confidence 0.99, method probabilistic, matched record TPA-55895, policy version 1
2026-10-19 19:32:31Record linked automatically063f668f23
scoring_agent, PRV-23892, identity id MBR-019249, confidence 0.99, method probabilistic, matched record TPA-55895, policy version 1
2026-10-19 19:32:31Record linked automatically91f1647b34
matching_agent, CLM-413401, identity id MBR-019249, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-23893
2026-10-19 19:32:31Record linked automatically8b4f58f72b
scoring_agent, TPA-55895, identity id MBR-019249, confidence 0.99, method probabilistic, matched record PRV-23893, policy version 1
2026-10-19 19:32:31Record linked automaticallye1fea60b86
scoring_agent, PRV-23893, identity id MBR-019249, confidence 0.99, method probabilistic, matched record TPA-55895, policy version 1
2026-10-19 19:31:28Record linked automatically70167e6535
matching_agent, CLM-413401, identity id MBR-032245, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117668
2026-10-19 19:31:28Record linked automatically1f10bcdfb2
matching_agent, PRV-23893, identity id MBR-020520, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117458
2026-10-19 19:31:28Record linked automaticallyf26669866a
scoring_agent, TPA-55895, identity id MBR-011957, confidence 1, method probabilistic, matched record ENR-117828, policy version 1
2026-10-19 19:31:28Record linked automatically802d249af2
scoring_agent, PRV-23892, identity id MBR-002529, confidence 1, method probabilistic, matched record ENR-117452, policy version 1

Claims for this member

Claims attached through the identity graph; holds follow open steward cases automatically

All claims

Claim	Service	Provider	Procedures	Billed	Plan paid	Rules	Status
CLM-2026-012016	2026-06-09	Lakeside Medical Group out of network	90471	$34.00	$0.00	Approved	Approved