Record, CLM, bronze and silver

CLM-422188

Received 2026-06-25T07:26:03Z, line 21,700 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	MARILYN··	Marilyn	Changed
Middle	—	—	Unchanged
Last name	HOFFMAN	Hoffman	Changed
Date of birth	19540112	1954-01-12	Parsed
Gender	—	—	Unchanged
Member ID	NULL	—	Cleared
SSN	null	—	Cleared
Phone	-	—	Cleared
Email	N/A	—	Cleared
Address	—	—	Unchanged
City	N/A	—	Cleared
State	NULL	—	Cleared
ZIP	null	—	Cleared
Group	N/A	—	Cleared
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 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
CLM-422187	0.83	Scored	—	Sent to steward

Linked 2026-10-22 12:43:43

Golden record: Marilyn Hoffman, 1954-01-12, 1 record, Provisional

Evidence

No field-level evidence recorded.

Steward case

1 hash-chained entry for this record

Record linked automatically0218249930
2026-10-19 19:31:28, scoring_agent
identity id MBR-001711, confidence 1, method probabilistic, matched record TPA-59725, policy version 1