Record, CLM, bronze and silver

CLM-410057

Received 2026-04-02T23:40:51Z, line 24,296 of the CLM feed

CLMSingle record

Bronze vs silver

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

Field	Bronze (as received)	Silver (normalised)	Change
First name	randy	Randy	Changed
Middle	—	—	Unchanged
Last name	mason··	Mason	Changed
Date of birth	10/9/1959	1959-10-09	Parsed
Gender	Female	F	Parsed
Member ID	NULL	—	Cleared
SSN	—	—	Unchanged
Phone	-	—	Cleared
Email	—	—	Unchanged
Address	N/A	—	Cleared
City	—	—	Unchanged
State	—	—	Unchanged
ZIP	null	—	Cleared
Group	—	—	Unchanged
Plan	MEDICARE-ADV-A	MEDICARE-ADV-A	Unchanged

5 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)
Gender normalisedGender mapped to F or M from a longer or variant value
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
CLM-410056	0.83	Scored	—	Sent to steward
ENR-113261	0.83	Scored	—	Sent to steward

Linked 2026-10-22 12:43:43

Golden record: Randy Mason, 1959-10-09, 1 record, Provisional

Evidence

No field-level evidence recorded.

Steward case

1 hash-chained entry for this record

Record linked automaticallycd9544d8c4
2026-10-19 19:31:28, scoring_agent
identity id MBR-005909, confidence 0.975, method probabilistic, matched record ENR-113301, policy version 1