Record, CLM, bronze and silver

CLM-415680

Received 2026-06-16T07:05:45Z, line 35,483 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	Chavez, Shirley	Shirley	Changed
Middle	B.	B	Changed
Last name	—	Chavez	Changed
Date of birth	May 14, 1956	1956-05-14	Parsed
Gender	NULL	—	Cleared
Member ID	NULL	—	Cleared
SSN	—	—	Unchanged
Phone	—	—	Unchanged
Email	UNKNOWN	—	Cleared
Address	··	—	Unchanged
City	N/A	—	Cleared
State	null	—	Cleared
ZIP	····	—	Unchanged
Group	GRP-0224	GRP-0224	Unchanged
Plan	null	—	Cleared

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)
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-415678	0.83	Scored	—	Sent to steward
CLM-415679	0.83	Scored	—	Sent to steward
CLM-415677	0.83	Scored	—	Sent to steward
CLM-415676	0.83	Scored	—	Sent to steward

Linked 2026-10-19 19:54:36

Golden record: Shirley Chavez, 1956-05-14, 1 record, Provisional

Evidence

No field-level evidence recorded.

Steward case

1 hash-chained entry for this record

Record linked automatically10e3021ea3
2026-10-19 19:31:28, matching_agent
identity id MBR-036111, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-415679