Record, CLM, bronze and silver

CLM-426291

Received 2026-05-18T00:11:28Z, line 83,837 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	ronald	Ronald	Changed
Middle	—	—	Unchanged
Last name	li	Li	Changed
Date of birth	19620022	—	Cleared
Gender	Male	M	Parsed
Member ID	-	—	Cleared
SSN	UNKNOWN	—	Cleared
Phone	NULL	—	Cleared
Email	—	—	Unchanged
Address	7230 Lake View Rd	7230 Lake View Rd	Unchanged
City	HOUSTON	Houston	Changed
State	TX··	TX	Changed
ZIP	77031	77031	Unchanged
Group	GRP-3009	GRP-3009	Unchanged
Plan	SELECT-EPO	SELECT-EPO	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)
Date of birth unreadableDate of birth did not match any known format or was out of range; cleared
City re-casedCity re-cased to Title Case
Gender normalisedGender mapped to F or M from a longer or variant value
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
TPA-61612	0.83	Scored	—	Sent to steward

Linked 2026-10-22 12:43:43

Golden record: Ronald Li, 1 record, Provisional

Evidence

No field-level evidence recorded.

Steward case

1 hash-chained entry for this record

Record linked automatically887d2220b6
2026-10-19 19:31:28, matching_agent
identity id MBR-019595, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-134741