Record, CLM, bronze and silver

CLM-407277

Received 2026-09-04T12:32:09Z, line 68,645 of the CLM feed

CLMRule

Bronze vs silver

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

Field	Bronze (as received)	Silver (normalised)	Change
First name	HEATHER	Heather	Changed
Middle	—	—	Unchanged
Last name	ARNOLD	Arnold	Changed
Date of birth	1931-90-06	—	Cleared
Gender	F	F	Unchanged
Member ID	UHC-93459-97··	UHC-93459-97	Parsed
SSN	—	—	Unchanged
Phone	5368191123	5368191123	Unchanged
Email	—	—	Unchanged
Address	N/A	—	Cleared
City	N/A	—	Cleared
State	UNKNOWN	—	Cleared
ZIP	—	—	Unchanged
Group	GRP-6532	GRP-6532	Unchanged
Plan	CORE-HMO	CORE-HMO	Unchanged

4 raised during normalisation

Name re-casedName letter-case rewritten to Title Case and stray characters removed
Date of birth unreadableDate of birth did not match any known format or was out of range; cleared
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
ENR-109526	0.96	Rule	D3 member id + name	Auto-linked
TPA-53194	0.96	Rule	D3 member id + name	Auto-linked
ENR-109527	0.96	Rule	D3 member id + name	Auto-linked

Linked 2026-10-19 19:54:36

Golden record: Heather Arnold, 1939-10-06, 4 records, Verified

Evidence

Matched against TPA-53194

Field	Similarity	Weight	Note
Name	1.00	3.0
Member ID	1.00	4.0

5 hash-chained entries for this record

Record linked automaticallyb0c9ed38a7
2026-10-19 19:54:38, matching_agent
identity id MBR-024639, confidence 0.96, rule D3 member_id + name, method deterministic, matched record TPA-53194
Record linked automatically6a55bc4beb
2026-10-19 19:52:09, matching_agent
identity id MBR-024639, confidence 0.96, rule D3 member_id + name, method deterministic, matched record TPA-53194
Record linked automaticallyd047397ed1
2026-10-19 19:45:42, matching_agent
identity id MBR-024639, confidence 0.96, rule D3 member_id + name, method deterministic, matched record TPA-53194
Record linked automatically1ed51dd517
2026-10-19 19:32:31, matching_agent
identity id MBR-024639, confidence 0.96, rule D3 member_id + name, method deterministic, matched record TPA-53194
Record linked automatically7d1b2a5e24
2026-10-19 19:31:28, scoring_agent
identity id MBR-018786, confidence 1, method probabilistic, matched record PRV-22141, policy version 1