Record, CLM , bronze and silver

CLM-411270

Received 2026-04-07T22:12:04Z, line 28,779 of the CLM feed

CLM Single 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	debra	Debra	Changed
Middle	··	—	Unchanged
Last name	ramos	Ramos	Changed
Date of birth	·4/19/1992	1992-04-19	Parsed
Gender	N/A	—	Cleared
Member ID	null	—	Cleared
SSN	N/A	—	Cleared
Phone	395-429-6772	3954296772	Parsed
Email	null	—	Cleared
Address	431 Cedar Lane	431 Cedar Ln	Changed
City	Minneapolis	Minneapolis	Unchanged
State	MN	MN	Unchanged
ZIP	55457	55457	Unchanged
Group	GRP-2670	GRP-2670	Unchanged
Plan	OPTIONS-PPO	OPTIONS-PPO	Unchanged

7 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)
Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
Address re-casedStreet line re-cased and punctuation 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
ENR-114828	0.79	Scored	—	Sent to steward

Linked 2026-10-22 12:43:43

Golden record: Debra Ramos, 1992-04-19, 1 record, Provisional

Evidence

No field-level evidence recorded.

Steward case

1 hash-chained entry for this record

Record linked automatically9d3a9db8da
2026-10-19 19:31:28, scoring_agent
identity id MBR-004243, confidence 0.98, method probabilistic, matched record CLM-411269, policy version 1