Record, CLM, bronze and silver

CLM-409906

Received 2026-03-16T11:39:19Z, line 59,207 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	PAMELA	Pamela	Changed
Middle	—	—	Unchanged
Last name	SANDOVAL	Sandoval	Changed
Date of birth	10/28/1952	1952-10-28	Parsed
Gender	F	F	Unchanged
Member ID	-	—	Cleared
SSN	-	—	Cleared
Phone	—	—	Unchanged
Email	—	—	Unchanged
Address	—	—	Unchanged
City	null	—	Cleared
State	—	—	Unchanged
ZIP	NULL··	—	Cleared
Group	GRP-9490	GRP-9490	Unchanged
Plan	CORE-HMO	CORE-HMO	Unchanged

4 raised during normalisation

Name re-casedName letter-case rewritten to Title Case and stray characters removed
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-409907	0.83	Scored	—	Sent to steward

Linked 2026-10-19 19:54:36

Golden record: Pamela Sandoval, 1952-10-28, 1 record, Provisional

Evidence

No field-level evidence recorded.

Steward case

1 hash-chained entry for this record

Record linked automaticallya88aafea61
2026-10-19 19:31:28, scoring_agent
identity id MBR-001834, confidence 0.993, method probabilistic, matched record ENR-113089, policy version 1