Record, CLM, bronze and silver

CLM-409321

Received 2026-06-16T02:44:30Z, line 86,064 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	·OBrien, Ann	Ann	Changed
Middle	—	—	Unchanged
Last name	—	Obrien	Changed
Date of birth	·1945-12-04	1945-12-04	Parsed
Gender	M	M	Unchanged
Member ID	null	—	Cleared
SSN	··	—	Unchanged
Phone	—	—	Unchanged
Email	UNKNOWN	—	Cleared
Address	NULL	—	Cleared
City	N/A	—	Cleared
State	—	—	Unchanged
ZIP	—	—	Unchanged
Group	GRP-4270	GRP-4270	Unchanged
Plan	—	—	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
Name re-casedName letter-case rewritten to Title Case and stray characters removed
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
PRV-22730	0.83	Scored	—	Sent to steward

Linked 2026-10-19 19:54:36

Golden record: Ann Obrien, 1945-12-04, 1 record, Provisional

Evidence

No field-level evidence recorded.

Steward case

1 hash-chained entry for this record

Record linked automatically5c2e2d34ba
2026-10-19 19:31:28, matching_agent
identity id MBR-004392, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-409320