Laura A Ramirez

3 source records from 3 feeds.

MBR-036841Verified3 records

Golden record

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

First nameENR: Laura
Middle nameENR: A
Last nameENR: Ramirez
Date of birthENR: 1953-01-09
GenderENR: F
Member IDENR: UHC-52343-50
SSNCLM: •••-••-3508
PhoneENR: 3184484349
EmailENR: laura.ramirez93@hotmail.com
AddressENR: 2889 Pine Dr
CityENR: Miami
StateENR: FL
ZIPENR: 33194
GroupENR: GRP-6339
PlanENR: OPTIONS-PPO

Min confidence

1.00

Sources

TPA ×1ENR ×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
TPA-55118	TPA	2026-07-01	Laura Ramirezflagged	1953-01-09	—	—	2889 Pine Dr, Miami, FL	Scored	1.00	—
ENR-115252	ENR	2026-10-02	Laura Ramirezflagged	1953-01-09	UHC-52343-50	3184484349	2889 Pine Dr, Miami, FL	Scored	1.00	—
CLM-411586	CLM	2026-10-09	Laura Ramirezflagged	1953-01-09	UHC-52343-50	—	2889 Pine Dr, Miami, FL	Scored	1.00	—

Evidence

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

Score

Method

Rule

Decision

▶TPA-55118TPACLM-411586CLM1.00Scoredweighted similarityAuto-linked

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

Identifiers agreeing: 1Conflicts: noneGuard: none

▶TPA-55118TPAENR-115252ENR1.00Scoredweighted similarityAuto-linked

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

Identifiers agreeing: 1Conflicts: noneGuard: none

▶ENR-115252ENRCLM-411586CLM0.99RuleD1 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

Actions

What downstream consumers did with this identity

Eligibility conflict resolvedProposed
Laura Ramirez: 2 plan codes across sources → canonical OPTIONS-PPO
ACT-001266, Eligibility engine

Audit

Hash-chained entries touching this identity or its records

2026-10-22 12:43:55Record linked automaticallya2ab80fccb
scoring_agent, CLM-411586, identity id MBR-036841, confidence 1, method probabilistic, matched record TPA-55118, policy version 1
2026-10-22 12:43:55Record linked automatically902debd302
scoring_agent, ENR-115252, identity id MBR-036841, confidence 1, method probabilistic, matched record TPA-55118, policy version 1
2026-10-22 12:43:55Record linked automatically465dd36bbf
scoring_agent, TPA-55118, identity id MBR-036841, confidence 1, method probabilistic, matched record ENR-115252, policy version 1
2026-10-19 19:54:39Record linked automatically9078c3061a
scoring_agent, CLM-411586, identity id MBR-036841, confidence 1, method probabilistic, matched record TPA-55118, policy version 1
2026-10-19 19:54:39Record linked automaticallyba9ec0eef1
scoring_agent, ENR-115252, identity id MBR-036841, confidence 1, method probabilistic, matched record TPA-55118, policy version 1
2026-10-19 19:54:39Record linked automatically3ceea5e0d5
scoring_agent, TPA-55118, identity id MBR-036841, confidence 1, method probabilistic, matched record ENR-115252, policy version 1
2026-10-19 19:52:09Record linked automaticallyaf8b699c44
scoring_agent, CLM-411586, identity id MBR-036841, confidence 1, method probabilistic, matched record TPA-55118, policy version 1
2026-10-19 19:52:09Record linked automaticallycd10a165f5
scoring_agent, ENR-115252, identity id MBR-036841, confidence 1, method probabilistic, matched record TPA-55118, policy version 1
2026-10-19 19:52:09Record linked automaticallyf4cbcd7435
scoring_agent, TPA-55118, identity id MBR-036841, confidence 1, method probabilistic, matched record ENR-115252, policy version 1
2026-10-19 19:45:42Record linked automatically4e73bdf901
scoring_agent, CLM-411586, identity id MBR-036841, confidence 1, method probabilistic, matched record TPA-55118, policy version 1
2026-10-19 19:45:42Record linked automatically51b90b98fc
scoring_agent, ENR-115252, identity id MBR-036841, confidence 1, method probabilistic, matched record TPA-55118, policy version 1
2026-10-19 19:45:42Record linked automaticallya76fcc513c
scoring_agent, TPA-55118, identity id MBR-036841, confidence 1, method probabilistic, matched record ENR-115252, policy version 1
2026-10-19 19:32:31Record linked automaticallyf7d46746e7
scoring_agent, CLM-411586, identity id MBR-036841, confidence 1, method probabilistic, matched record TPA-55118, policy version 1
2026-10-19 19:32:31Record linked automaticallyb2302ca3ac
scoring_agent, ENR-115252, identity id MBR-036841, confidence 1, method probabilistic, matched record TPA-55118, policy version 1
2026-10-19 19:32:31Record linked automatically77092f20bd
scoring_agent, TPA-55118, identity id MBR-036841, confidence 1, method probabilistic, matched record ENR-115252, policy version 1
2026-10-19 19:31:28Record linked automatically91f87365bf
matching_agent, ENR-115252, identity id MBR-042384, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-411490
2026-10-19 19:31:28Record linked automatically28bcbd1a67
matching_agent, TPA-55118, identity id MBR-008787, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-115312
2026-10-19 19:31:28Record linked automatically572ee50f94
matching_agent, CLM-411586, identity id MBR-007775, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-115389

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-2026-009690	2026-08-31	Lakeside Internal Medicine Associates in network	99232	$237.00	$0.00	Approved	Approved