Juan McCoy

2 source records from 2 feeds.

MBR-028096Verified2 records

Golden record

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

First namePRV: Juan
Middle name—: —
Last namePRV: McCoy
Date of birthPRV: 1958-08-17
GenderPRV: F
Member IDPRV: UHC-62486-62
SSNCLM: •••-••-2254
Phone—: —
EmailPRV: juan.mccoy@aol.com
AddressPRV: 8094 Market St
CityPRV: Chandler
StatePRV: AZ
ZIPPRV: 85237
GroupCLM: GRP-4114
PlanPRV: MEDICARE-ADV-A

Min confidence

0.96

Sources

CLM ×1PRV ×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
CLM-417032	CLM	2026-04-28	Juan McCoyflagged	—	UHC-62486-62	—	—	Rule	0.96	D3 member id + name
PRV-25049	PRV	2026-08-20	Juan McCoyflagged	1958-08-17	UHC-62486-62	—	8094 Market St, Chandler, AZ	Rule	0.96	D3 member id + name

Evidence

1 scored pair among these records, expand a row for the per-field comparison

Score

Method

Rule

Decision

▶CLM-417032CLMPRV-25049PRV0.96RuleD3 member id + nameAuto-linked

Field	Similarity	Weight
Name	1.00	3
Member ID	1.00	4
Email	1.00	1.5

Identifiers agreeing: 2Conflicts: noneGuard: none

Actions

What downstream consumers did with this identity

Eligibility conflict resolvedProposed
Juan McCoy: 2 plan codes across sources → canonical MEDICARE-ADV-A
ACT-001090, Eligibility engine

Audit

Hash-chained entries touching this identity or its records

2026-10-19 19:54:38Record linked automaticallyfa9be2ef95
matching_agent, PRV-25049, identity id MBR-028096, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-417032
2026-10-19 19:54:38Record linked automatically2cffa66270
matching_agent, CLM-417032, identity id MBR-028096, confidence 0.96, rule D3 member_id + name, method deterministic, matched record PRV-25049
2026-10-19 19:52:09Record linked automaticallyb5d9d026b4
matching_agent, PRV-25049, identity id MBR-028096, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-417032
2026-10-19 19:52:09Record linked automaticallyb30e371b1c
matching_agent, CLM-417032, identity id MBR-028096, confidence 0.96, rule D3 member_id + name, method deterministic, matched record PRV-25049
2026-10-19 19:45:42Record linked automatically9d831023f0
matching_agent, PRV-25049, identity id MBR-028096, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-417032
2026-10-19 19:45:42Record linked automatically1d32587f7b
matching_agent, CLM-417032, identity id MBR-028096, confidence 0.96, rule D3 member_id + name, method deterministic, matched record PRV-25049
2026-10-19 19:32:31Record linked automaticallya3f9a8c40f
matching_agent, PRV-25049, identity id MBR-028096, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-417032
2026-10-19 19:32:31Record linked automatically419dbbffbb
matching_agent, CLM-417032, identity id MBR-028096, confidence 0.96, rule D3 member_id + name, method deterministic, matched record PRV-25049
2026-10-19 19:31:28Record linked automatically4ea6399919
matching_agent, PRV-25049, identity id MBR-028075, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-417260
2026-10-19 19:31:28Record linked automatically86b6ea403b
scoring_agent, CLM-417032, identity id MBR-017558, confidence 1, method probabilistic, matched record TPA-57436, 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-2026-015566	2026-03-28	Mesa Medical Group in network	90471, 99214, 99213	$418.00	$239.16	Approved	Approved