Record, CLM, bronze and silver

CLM-430602

Received 2026-09-01T15:14:47Z, line 72,181 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	Cok, Randy	Randy	Changed
Middle	—	—	Unchanged
Last name	—	Cok	Changed
Date of birth	2/14/1977	1977-02-14	Parsed
Gender	Male	M	Parsed
Member ID	NULL	—	Cleared
SSN	•••-••-0533	•••-••-0533	Unchanged
Phone	-	—	Cleared
Email	N/A	—	Cleared
Address	5729 Central Ave	5729 Central Ave	Unchanged
City	San Diego	San Diego	Unchanged
State	CA	CA	Unchanged
ZIP	92155	92155	Unchanged
Group	GRP-3483	GRP-3483	Unchanged
Plan	—	—	Unchanged

4 raised during normalisation

Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
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-430601	0.74	Scored	—	Sent to steward

Linked 2026-10-19 19:54:36

Golden record: Randy Cok, 1977-02-14, 1 record, Provisional

Evidence

No field-level evidence recorded.

Steward case

1 hash-chained entry for this record

Record linked automaticallya25dda4602
2026-10-19 19:31:28, matching_agent
identity id MBR-029073, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430601