Record, CLM, bronze and silver

CLM-417171

Received 2026-10-09T03:41:12Z, line 2,552 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	Graham, Joe	Joe	Changed
Middle	—	—	Unchanged
Last name	—	Graham	Changed
Date of birth	08-01-1951	1951-01-08	Parsed
Gender	M	M	Unchanged
Member ID	—	—	Unchanged
SSN	····	—	Unchanged
Phone	NULL	—	Cleared
Email	—	—	Unchanged
Address	—	—	Unchanged
City	·N/A	—	Cleared
State	N/A	—	Cleared
ZIP	N/A	—	Cleared
Group	GRP-4681	GRP-4681	Unchanged
Plan	MEDICARE-ADV-A	MEDICARE-ADV-A	Unchanged

4 raised during normalisation

Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
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-122608	0.83	Scored	—	Sent to steward

Linked 2026-10-19 19:54:36

Golden record: Joe Graham, 1951-01-08, 1 record, Provisional

Evidence

No field-level evidence recorded.

Steward case

1 hash-chained entry for this record

Record linked automatically4691f40654
2026-10-19 19:31:28, scoring_agent
identity id MBR-040529, confidence 0.925, method probabilistic, matched record ENR-122469, policy version 1