Record, CLM, bronze and silver

CLM-406320

Received 2026-10-10T04:41:01Z, line 75,621 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	Vargas, Stephanie	Stephanie	Changed
Middle	—	—	Unchanged
Last name	··	Vargas	Changed
Date of birth	12/15/54	1954-12-15	Parsed
Gender	Female	F	Parsed
Member ID	—	—	Unchanged
SSN	—	—	Unchanged
Phone	7878145246	7878145246	Unchanged
Email	null	—	Cleared
Address	5974 Desert Sky Blvd	5974 Desert Sky Blvd	Unchanged
City	FRESNO	Fresno	Changed
State	ca	CA	Changed
ZIP	·93745	93745	Changed
Group	·GRP-7190	GRP-7190	Changed
Plan	·N/A	—	Cleared

7 raised during normalisation

Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
City re-casedCity re-cased to Title Case
State code upper-casedTwo-letter state code upper-cased
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
CLM-406321	0.76	Scored	—	Sent to steward

Linked 2026-10-19 19:54:36

Golden record: Stephanie Vargas, 1954-12-15, 1 record, Provisional

Evidence

No field-level evidence recorded.

Steward case

1 hash-chained entry for this record

Record linked automatically8111a7fa02
2026-10-19 19:31:28, matching_agent
identity id MBR-011818, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108284