Record, CLM, bronze and silver

CLM-417234

Received 2026-08-18T04:55:05Z, line 74,052 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	SOPHIA	Sophia	Changed
Middle	—	—	Unchanged
Last name	LARSON	Larson	Changed
Date of birth	4/20/1987	1987-04-20	Parsed
Gender	M	M	Unchanged
Member ID	—	—	Unchanged
SSN	N/A	—	Cleared
Phone	-	—	Cleared
Email	—	—	Unchanged
Address	null	—	Cleared
City	null	—	Cleared
State	UNKNOWN	—	Cleared
ZIP	—	—	Unchanged
Group	GRP-0695	GRP-0695	Unchanged
Plan	-	—	Cleared

3 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)
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-122703	0.83	Scored	—	Sent to steward
PRV-25106	0.83	Scored	—	Sent to steward
CLM-417235	0.83	Scored	—	Sent to steward

Linked 2026-10-19 19:54:36

Golden record: Sophia Larson, 1987-04-20, 1 record, Provisional

Evidence

No field-level evidence recorded.

Steward case

1 hash-chained entry for this record

Record linked automaticallyd55a8fb9f8
2026-10-19 19:31:28, scoring_agent
identity id MBR-013275, confidence 1, method probabilistic, matched record TPA-57527, policy version 1