Record, CLM, bronze and silver

CLM-427431

Received 2026-04-07T02:33:33Z, line 97,998 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	michelle	Michelle	Changed
Middle	·R.	R	Changed
Last name	gray	Gray	Changed
Date of birth	2008-09-10	2008-09-10	Unchanged
Gender	Male	M	Parsed
Member ID	N/A··	—	Cleared
SSN	-	—	Cleared
Phone	—	—	Unchanged
Email	-	—	Cleared
Address	7692 Maple Ave	7692 Maple Ave	Unchanged
City	CHARLOTTE	Charlotte	Changed
State	NC	NC	Unchanged
ZIP	28243	28243	Unchanged
Group	GRP-3912	GRP-3912	Unchanged
Plan	NULL	—	Cleared

5 raised during normalisation

Name re-casedName letter-case rewritten to Title Case and stray characters removed
City re-casedCity re-cased to Title Case
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
ENR-135952	0.75	Scored	—	Sent to steward

Linked 2026-10-22 12:43:43

Golden record: Michelle Gray, 2008-09-10, 1 record, Provisional

Evidence

No field-level evidence recorded.

Steward case

1 hash-chained entry for this record

Record linked automaticallyc3f01974cc
2026-10-19 19:31:28, matching_agent
identity id MBR-005934, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427433