Identities/MBR-001215

Gold, golden identity

Mariana M Little

5 source records from 3 feeds.

MBR-001215Verified5 records

Golden record

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

First nameENR: Mariana
Middle nameTPA: M
Last nameENR: Little
Date of birthENR: 1943-09-05
GenderENR: F
Member IDENR: UHC-08311-83
SSNENR: •••-••-9748
PhoneCLM: 5145791028
EmailENR: mariana.little@icloud.com
AddressENR: 4453 Market St
CityENR: Chandler
StateENR: AZ
ZIP—: —
GroupENR: GRP-7316
PlanENR: MEDICARE-ADV-B

Min confidence

0.94

Sources

TPA ×3ENR ×1CLM ×1

Updated

2026-10-19 19:54:36

run-mvfoap9e

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
TPA-64074	TPA	2026-01-04	Mariana Littleflagged	—	—	—	4453 Market St, Chandler, AZ	Scored	1.00	—
ENR-141867	ENR	2026-08-06	Mariana Littleflagged	1943-09-05	UHC-08311-83	—	4453 Market St, Chandler, AZ	Scored	1.00	—
TPA-64072	TPA	2026-08-31	Mariana Littleflagged	—	—	5145791028	4453 Market St, Chandler, AZ	Scored	1.00	—
CLM-431892	CLM	2026-09-27	Mariana Littleflagged	1943-09-05	UHC-08311-83	5145791028	4453 Market St, Chandler, AZ	Scored	1.00	—
TPA-64073	TPA	2026-10-18	Mariana Littleflagged	1943-09-05	—	5145791028	4453 Market St, Chandler, AZ	Scored	0.94	—

Evidence

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

A

B

Score

Method

Rule

Decision

▶TPA-64072TPACLM-431892CLM1.00Scoredweighted similarityAuto-linked

Field	Similarity	Weight	Note
Name	1.00	3
Phone	1.00	1.5
Address	1.00	2	exact

Identifiers agreeing: 2Conflicts: noneGuard: none

▶TPA-64074TPAENR-141867ENR1.00Scoredweighted similarityAuto-linked

Field	Similarity	Weight	Note
Name	1.00	3
SSN (last four)	1.00	2.5
Address	1.00	2	exact

Identifiers agreeing: 2Conflicts: noneGuard: none

▶ENR-141867ENRCLM-431892CLM0.99RuleD1 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	1.00	2	exact

Identifiers agreeing: 2Conflicts: noneGuard: none

▶ENR-141867ENRTPA-64073TPA0.94Scoredweighted similarityAuto-linked

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	1.00	3	exact
Email	1.00	1.5
Address	0.70	2	street_match

Identifiers agreeing: 2Conflicts: noneGuard: none

▶CLM-431892CLMTPA-64073TPA0.94Scoredweighted similarityAuto-linked

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	1.00	3	exact
Phone	1.00	1.5
Address	0.70	2	street_match

Identifiers agreeing: 2Conflicts: noneGuard: none

▶TPA-64072TPATPA-64073TPA0.91Scoredweighted similarityAuto-linked

Field	Similarity	Weight	Note
Name	1.00	3
Phone	1.00	1.5
Address	0.70	2	street_match

Identifiers agreeing: 2Conflicts: noneGuard: none

▶TPA-64074TPACLM-431892CLM0.83Scoredweighted similaritySent to steward

Field	Similarity	Weight	Note
Name	1.00	3
Address	1.00	2	exact

Identifiers agreeing: 1Conflicts: noneGuard: Too few fields to compare

▶TPA-64074TPATPA-64072TPA0.83Scoredweighted similaritySent to steward

Field	Similarity	Weight	Note
Name	1.00	3
Address	1.00	2	exact

Identifiers agreeing: 1Conflicts: noneGuard: Too few fields to compare

▶ENR-141867ENRTPA-64072TPA0.83Scoredweighted similaritySent to steward

Field	Similarity	Weight	Note
Name	1.00	3
Address	1.00	2	exact

Identifiers agreeing: 1Conflicts: noneGuard: Too few fields to compare

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

2026-10-19 19:54:38Record linked automatically91d7a32510
scoring_agent, TPA-64073, identity id MBR-001215, confidence 0.94, method probabilistic, matched record ENR-141867, policy version 1
2026-10-19 19:54:38Record linked automaticallya52d1ede6e
scoring_agent, CLM-431892, identity id MBR-001215, confidence 1, method probabilistic, matched record TPA-64072, policy version 1
2026-10-19 19:54:38Record linked automatically42857021ca
scoring_agent, TPA-64072, identity id MBR-001215, confidence 1, method probabilistic, matched record CLM-431892, policy version 1
2026-10-19 19:54:38Record linked automaticallybd92943fa6
scoring_agent, ENR-141867, identity id MBR-001215, confidence 1, method probabilistic, matched record TPA-64074, policy version 1
2026-10-19 19:54:38Record linked automatically5e6ee56df2
scoring_agent, TPA-64074, identity id MBR-001215, confidence 1, method probabilistic, matched record ENR-141867, policy version 1
2026-10-19 19:52:08Record linked automatically882704dbad
scoring_agent, TPA-64073, identity id MBR-001215, confidence 0.94, method probabilistic, matched record ENR-141867, policy version 1
2026-10-19 19:52:08Record linked automatically906f55db22
scoring_agent, CLM-431892, identity id MBR-001215, confidence 1, method probabilistic, matched record TPA-64072, policy version 1
2026-10-19 19:52:08Record linked automatically0d0d252d35
scoring_agent, TPA-64072, identity id MBR-001215, confidence 1, method probabilistic, matched record CLM-431892, policy version 1
2026-10-19 19:52:08Record linked automatically9fbf8dd6d1
scoring_agent, ENR-141867, identity id MBR-001215, confidence 1, method probabilistic, matched record TPA-64074, policy version 1
2026-10-19 19:52:08Record linked automaticallyf33f09e7d7
scoring_agent, TPA-64074, identity id MBR-001215, confidence 1, method probabilistic, matched record ENR-141867, policy version 1
2026-10-19 19:45:41Record linked automaticallyd111c8afa8
scoring_agent, TPA-64073, identity id MBR-001215, confidence 0.94, method probabilistic, matched record ENR-141867, policy version 1
2026-10-19 19:45:41Record linked automaticallyec2d74de13
scoring_agent, CLM-431892, identity id MBR-001215, confidence 1, method probabilistic, matched record TPA-64072, policy version 1
2026-10-19 19:45:41Record linked automaticallydd90da29c6
scoring_agent, TPA-64072, identity id MBR-001215, confidence 1, method probabilistic, matched record CLM-431892, policy version 1
2026-10-19 19:45:41Record linked automaticallya4e8918132
scoring_agent, ENR-141867, identity id MBR-001215, confidence 1, method probabilistic, matched record TPA-64074, policy version 1
2026-10-19 19:45:41Record linked automaticallyebe4e76ad5
scoring_agent, TPA-64074, identity id MBR-001215, confidence 1, method probabilistic, matched record ENR-141867, policy version 1
2026-10-19 19:32:31Record linked automatically47e2c7ee4e
scoring_agent, TPA-64073, identity id MBR-001215, confidence 0.94, method probabilistic, matched record ENR-141867, policy version 1
2026-10-19 19:32:31Record linked automaticallya8e93c5711
scoring_agent, CLM-431892, identity id MBR-001215, confidence 1, method probabilistic, matched record TPA-64072, policy version 1
2026-10-19 19:32:31Record linked automaticallya218f552fc
scoring_agent, TPA-64072, identity id MBR-001215, confidence 1, method probabilistic, matched record CLM-431892, policy version 1
2026-10-19 19:32:31Record linked automaticallyc753fe88ed
scoring_agent, ENR-141867, identity id MBR-001215, confidence 1, method probabilistic, matched record TPA-64074, policy version 1
2026-10-19 19:32:31Record linked automatically84758e4991
scoring_agent, TPA-64074, identity id MBR-001215, confidence 1, method probabilistic, matched record ENR-141867, policy version 1
2026-10-19 19:31:28Record linked automatically7d37cccfe5
scoring_agent, TPA-64074, identity id MBR-029787, confidence 1, method probabilistic, matched record ENR-142429, policy version 1
2026-10-19 19:31:28Record linked automatically13f85dae8f
matching_agent, CLM-431892, identity id MBR-027543, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142098
2026-10-19 19:31:28Record linked automaticallyff071aaf98
scoring_agent, TPA-64072, identity id MBR-022780, confidence 1, method probabilistic, matched record ENR-142420, policy version 1

Claims for this member

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

Claim	Service	Provider	Procedures	Billed	Plan paid	Rules	Status
CLM-2026-031126	2026-08-29	Riverside Primary Care Associates in network	90471, 99395, 99214	$566.00	$334.18	Approved	Approved