Record, CLM, bronze and silver

CLM-426611

Received 2026-05-23T04:01:34Z, line 14,633 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	Barbara	Barbara	Unchanged
Middle	—	—	Unchanged
Last name	Johnston	Johnston	Unchanged
Date of birth	19731210	1973-12-10	Parsed
Gender	M	M	Unchanged
Member ID	··	—	Unchanged
SSN	—	—	Unchanged
Phone	NULL	—	Cleared
Email	UNKNOWN	—	Cleared
Address	NULL	—	Cleared
City	N/A	—	Cleared
State	N/A	—	Cleared
ZIP	N/A	—	Cleared
Group	null	—	Cleared
Plan	—	—	Unchanged

3 raised during normalisation

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-426610	0.83	Scored	—	Sent to steward
ENR-134900	0.83	Scored	—	Sent to steward
TPA-61756	0.83	Scored	—	Sent to steward

Linked 2026-10-19 19:54:36

Golden record: Barbara Johnston, 1973-12-10, 1 record, Provisional

Evidence

No field-level evidence recorded.

Steward case

1 hash-chained entry for this record

Record linked automatically1a2f947021
2026-10-19 19:31:28, scoring_agent
identity id MBR-006965, confidence 1, method probabilistic, matched record PRV-27834, policy version 1