Record, CLM, bronze and silver

CLM-406683

Received 2026-01-11T06:09:02Z, line 51,199 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	JOHN	John	Changed
Middle	—	—	Unchanged
Last name	LITTLE	Little	Changed
Date of birth	05/02/1968	1968-05-02	Parsed
Gender	··	—	Unchanged
Member ID	—	—	Unchanged
SSN	··	—	Unchanged
Phone	null	—	Cleared
Email	—	—	Unchanged
Address	-	—	Cleared
City	····	—	Unchanged
State	null	—	Cleared
ZIP	—	—	Unchanged
Group	GRP-1747	GRP-1747	Unchanged
Plan	MEDICARE-ADV-B	MEDICARE-ADV-B	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
ENR-108716	0.83	Scored	—	Sent to steward
TPA-52935	0.83	Scored	—	Sent to steward
ENR-108715	0.83	Scored	—	Sent to steward
CLM-406681	0.83	Scored	—	Sent to steward
CLM-406682	0.83	Scored	—	Sent to steward

Linked 2026-10-19 19:54:36

Golden record: John Little, 1968-05-02, 1 record, Provisional

Evidence

No field-level evidence recorded.

Steward case

1 hash-chained entry for this record

Record linked automaticallyb47b61ff69
2026-10-19 19:31:28, scoring_agent
identity id MBR-006914, confidence 1, method probabilistic, matched record TPA-52968, policy version 1