John Hamilton

3 source records from 2 feeds.

MBR-023586Verified3 records

Golden record

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

First nameCLM: John
Middle name—: —
Last nameCLM: Hamilton
Date of birthTPA: 1939-02-07
GenderCLM: F
Member ID—: —
SSNCLM: •••-••-5272
PhoneTPA: 6365820436
EmailCLM: john.hamilton53@yahoo.com
AddressTPA: 3945 Main St
CityTPA: Tucson
StateTPA: AZ
ZIPTPA: 85749
GroupCLM: GRP-7655
Plan—: —

Min confidence

0.88

Sources

TPA ×2CLM ×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-60521	TPA	2026-04-02	John Hamiltonflagged	1939-02-07	—	—	3945 Main St, Tucson, AZ	Rule	0.97	D2 ssn4 + dob + last name
CLM-423900	CLM	2026-06-22	John Hamiltonflagged	1993-02-07	—	—	—	Scored	0.88	—
TPA-60520	TPA	2026-07-17	John Hamiltonflagged	1939-02-07	—	6365820436	3945 Main St, Tucson, AZ	Rule	0.97	D2 ssn4 + dob + last name

Evidence

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

Score

Method

Rule

Decision

▶TPA-60521TPATPA-60520 TPA0.97RuleD2 ssn4 + dob + last nameAuto-linked

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	1.00	3	exact
SSN (last four)	1.00	2.5
Address	0.70	2	street_match

Identifiers agreeing: 2Conflicts: noneGuard: none

▶CLM-423900CLMTPA-60520 TPA0.88Scoredweighted similarityAuto-linked

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	0.60	3	transposition
SSN (last four)	1.00	2.5
Email	1.00	1.5

Identifiers agreeing: 2Conflicts: noneGuard: none

▶TPA-60521TPACLM-423900CLM0.86Scoredweighted similarityAuto-linked

Field	Similarity	Weight	Note
Name	1.00	3
Date of birth	0.60	3	transposition
SSN (last four)	1.00	2.5

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 automatically68a03e8f4d
matching_agent, TPA-60520, identity id MBR-023586, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-60521
2026-10-22 12:43:54Record linked automaticallyfe2ce62548
scoring_agent, CLM-423900, identity id MBR-023586, confidence 0.88, method probabilistic, matched record TPA-60520, policy version 1
2026-10-22 12:43:54Record linked automaticallyddd0e9c6c6
matching_agent, TPA-60521, identity id MBR-023586, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-60520
2026-10-19 19:54:38Record linked automatically023731287d
matching_agent, TPA-60520, identity id MBR-023586, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-60521
2026-10-19 19:54:38Record linked automatically39060bd9e5
scoring_agent, CLM-423900, identity id MBR-023586, confidence 0.88, method probabilistic, matched record TPA-60520, policy version 1
2026-10-19 19:54:38Record linked automatically737c383992
matching_agent, TPA-60521, identity id MBR-023586, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-60520
2026-10-19 19:52:09Record linked automatically840e7496de
matching_agent, TPA-60520, identity id MBR-023586, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-60521
2026-10-19 19:52:09Record linked automaticallydfcd6e213f
scoring_agent, CLM-423900, identity id MBR-023586, confidence 0.88, method probabilistic, matched record TPA-60520, policy version 1
2026-10-19 19:52:09Record linked automatically0bf911f572
matching_agent, TPA-60521, identity id MBR-023586, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-60520
2026-10-19 19:45:42Record linked automaticallyca553f81de
matching_agent, TPA-60520, identity id MBR-023586, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-60521
2026-10-19 19:45:42Record linked automatically8a21fa015f
scoring_agent, CLM-423900, identity id MBR-023586, confidence 0.88, method probabilistic, matched record TPA-60520, policy version 1
2026-10-19 19:45:42Record linked automaticallyfb273eb754
matching_agent, TPA-60521, identity id MBR-023586, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-60520
2026-10-19 19:32:31Record linked automatically36202feb8d
matching_agent, TPA-60520, identity id MBR-023586, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-60521
2026-10-19 19:32:31Record linked automatically622ca02f8a
scoring_agent, CLM-423900, identity id MBR-023586, confidence 0.88, method probabilistic, matched record TPA-60520, policy version 1
2026-10-19 19:32:31Record linked automaticallyd4224483dd
matching_agent, TPA-60521, identity id MBR-023586, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-60520
2026-10-19 19:31:28Record linked automaticallyfd53bf9c04
scoring_agent, TPA-60520, identity id MBR-031039, confidence 1, method probabilistic, matched record CLM-423903, policy version 1
2026-10-19 19:31:28Record linked automatically4a4a1268c3
scoring_agent, CLM-423900, identity id MBR-022998, confidence 1, method probabilistic, matched record CLM-423898, policy version 1
2026-10-19 19:31:28Record linked automatically0b23050a7b
scoring_agent, TPA-60521, identity id MBR-021800, confidence 1, method probabilistic, matched record CLM-423905, 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-2026-016960	2026-05-17	Canyon Regional Medical Center in network	99283, 96374	$824.00	—	Pended	Pended