Record, CLM, bronze and silver

CLM-420021

Received 2026-05-11T11:09:50Z, line 15,338 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	HIROSHI	Hiroshi	Changed
Middle	—	—	Unchanged
Last name	GUERRERO	Guerrero	Changed
Date of birth	19591027	1959-10-27	Parsed
Gender	Male	M	Parsed
Member ID	N/A	—	Cleared
SSN	N/A	—	Cleared
Phone	921-433-6320	9214336320	Parsed
Email	·UNKNOWN	—	Cleared
Address	3471 Baseline Road	3471 Baseline Rd	Changed
City	Atlanta	Atlanta	Unchanged
State	GA	GA	Unchanged
ZIP	30352	30352	Unchanged
Group	GRP-6973	GRP-6973	Unchanged
Plan	UNKNOWN	—	Cleared

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
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
CLM-420022	0.79	Scored	—	Sent to steward
ENR-126375	0.79	Scored	—	Sent to steward
ENR-126376	0.79	Scored	—	Sent to steward

Linked 2026-10-22 12:43:43

Golden record: Hiroshi Guerrero, 1959-10-27, 1 record, Provisional

Evidence

No field-level evidence recorded.

Steward case

1 hash-chained entry for this record

Record linked automaticallyc8c5c4ff27
2026-10-19 19:31:28, scoring_agent
identity id MBR-021764, confidence 1, method probabilistic, matched record ENR-126276, policy version 1