Record, CLM, bronze and silver

CLM-401330

Received 2026-09-04T04:14:10Z, line 44,952 of the CLM feed

CLMScored

Bronze vs silver

Field by field: what arrived, what normalisation produced, and whether anything changed

Field	Bronze (as received)	Silver (normalised)	Change
First name	adam	Adam	Changed
Middle	—	—	Unchanged
Last name	sanders	Sanders	Changed
Date of birth	·19981216	1998-12-16	Parsed
Gender	F	F	Unchanged
Member ID	·UHC-10599-86	UHC-10599-86	Parsed
SSN	-	—	Cleared
Phone	null	—	Cleared
Email	adam.sanders90@yahoo.com	adam.sanders90@yahoo.com	Unchanged
Address	8671 Valley View Dr	8671 Valley View Dr	Unchanged
City	Fresno	Fresno	Unchanged
State	CA	CA	Unchanged
ZIP	93713	93713	Unchanged
Group	GRP-4914	GRP-4914	Unchanged
Plan	UNKNOWN	—	Cleared

4 raised during normalisation

Name re-casedName letter-case rewritten to Title Case and stray characters removed
Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
Whitespace trimmedLeading or trailing whitespace removed from one or more fields
Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty

Every scored comparison involving this record, highest score first

Other record	Score	Method	Rule	Decision
TPA-50573	1.00	Scored	—	Auto-linked
PRV-20415	0.99	Scored	—	Auto-linked
ENR-101711	0.99	Rule	D1 member id + dob exact	Auto-linked
ENR-101712	0.99	Rule	D1 member id + dob exact	Auto-linked
CLM-401331	0.99	Rule	D1 member id + dob exact	Auto-linked

Linked 2026-10-19 19:54:36

Golden record: Adam Sanders, 1998-12-16, 6 records, Verified

Evidence

Matched against TPA-50573

Field	Similarity	Weight	Note
Name	1.00	3.0
Date of birth	1.00	3.0	exact
Address	1.00	2.0	exact

5 hash-chained entries for this record

Record linked automaticallya40dd56b9c
2026-10-19 19:54:38, scoring_agent
identity id MBR-000394, confidence 1, method probabilistic, matched record TPA-50573, policy version 1
Record linked automatically1e84c820e7
2026-10-19 19:52:08, scoring_agent
identity id MBR-000394, confidence 1, method probabilistic, matched record TPA-50573, policy version 1
Record linked automatically06076c5d04
2026-10-19 19:45:41, scoring_agent
identity id MBR-000394, confidence 1, method probabilistic, matched record TPA-50573, policy version 1
Record linked automatically14252ceb5c
2026-10-19 19:32:31, scoring_agent
identity id MBR-000394, confidence 1, method probabilistic, matched record TPA-50573, policy version 1
Record linked automaticallyb36ccbb68e
2026-10-19 19:31:28, matching_agent
identity id MBR-042409, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101810