Record, CLM, bronze and silver

CLM-406546

Received 2026-03-21T01:50:18Z, line 4,356 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	Brian	Brian	Unchanged
Middle	Y	Y	Unchanged
Last name	Nunez	Nunez	Unchanged
Date of birth	19660109	1966-01-09	Parsed
Gender	Male	M	Parsed
Member ID	NULL	—	Cleared
SSN	null	—	Cleared
Phone	626-415-9831	6264159831	Parsed
Email	UNKNOWN	—	Cleared
Address	—	—	Unchanged
City	UNKNOWN··	—	Cleared
State	UNKNOWN	—	Cleared
ZIP	—	—	Unchanged
Group	GRP-3735	GRP-3735	Unchanged
Plan	MEDICARE-ADV-A	MEDICARE-ADV-A	Unchanged

5 raised during normalisation

Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
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
TPA-52881	0.83	Scored	—	Sent to steward
CLM-406545	0.83	Scored	—	Sent to steward
TPA-52882	0.83	Scored	—	Sent to steward
CLM-406547	0.83	Scored	—	Sent to steward

Linked 2026-10-19 19:54:36

Golden record: Brian Nunez, 1966-01-09, 1 record, Provisional

Evidence

No field-level evidence recorded.

Steward case

1 hash-chained entry for this record

Record linked automatically8ae0886d23
2026-10-19 19:31:28, scoring_agent
identity id MBR-029342, confidence 1, method probabilistic, matched record CLM-406547, policy version 1