Record, CLM, bronze and silver

CLM-425910

Received 2026-03-11T03:10:12Z, line 8,940 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	AISHA	Aisha	Changed
Middle	—	—	Unchanged
Last name	·LOPEZ	Lopez	Changed
Date of birth	1971-03-03	1971-03-03	Unchanged
Gender	F	F	Unchanged
Member ID	—	—	Unchanged
SSN	-	—	Cleared
Phone	—	—	Unchanged
Email	—	—	Unchanged
Address	N/A	—	Cleared
City	—	—	Unchanged
State	UNKNOWN	—	Cleared
ZIP	null	—	Cleared
Group	GRP-4702	GRP-4702	Unchanged
Plan	CORE-HMO	CORE-HMO	Unchanged

3 raised during normalisation

Name re-casedName letter-case rewritten to Title Case and stray characters removed
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-133908	0.83	Scored	—	Sent to steward
CLM-425911	0.83	Scored	—	Sent to steward
ENR-133909	0.83	Scored	—	Sent to steward

Linked 2026-10-22 12:43:43

Golden record: Aisha Lopez, 1971-03-03, 1 record, Provisional

Evidence

No field-level evidence recorded.

Steward case

1 hash-chained entry for this record

Record linked automatically74346d6464
2026-10-19 19:31:28, matching_agent
identity id MBR-013454, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425909