Record, CLM, bronze and silver

CLM-415799

Received 2026-02-21T08:45:31Z, line 19,063 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	Alan	Alan	Unchanged
Middle	—	—	Unchanged
Last name	Ramos	Ramos	Unchanged
Date of birth	9199-04-02	—	Cleared
Gender	Male	M	Parsed
Member ID	NULL	—	Cleared
SSN	—	—	Unchanged
Phone	—	—	Unchanged
Email	UNKNOWN	—	Cleared
Address	3586 BAYSHORE DRIVE	3586 Bayshore Dr	Changed
City	CHANDLER	Chandler	Changed
State	AZ	AZ	Unchanged
ZIP	85255	85255	Unchanged
Group	GRP-6176	GRP-6176	Unchanged
Plan	OPTIONS-PPO	OPTIONS-PPO	Unchanged

6 raised during normalisation

Date of birth unreadableDate of birth did not match any known format or was out of range; cleared
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
City re-casedCity re-cased to Title Case
Gender normalisedGender mapped to F or M from a longer or variant value
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-24677	0.83	Scored	—	Sent to steward
CLM-415800	0.83	Scored	—	Sent to steward

Linked 2026-10-19 19:54:36

Golden record: Alan Ramos, 1 record, Provisional

Evidence

No field-level evidence recorded.

Steward case

1 hash-chained entry for this record

Record linked automatically2de3038e4e
2026-10-19 19:31:28, scoring_agent
identity id MBR-020883, confidence 1, method probabilistic, matched record CLM-415797, policy version 1