Record, CLM, bronze and silver

CLM-418992

Received 2026-03-23T12:02:03Z, line 57,114 of the CLM feed

CLMRule

Bronze vs silver

Field by field: what arrived, what normalisation produced, and whether anything changed

Field	Bronze (as received)	Silver (normalised)	Change
First name	Rioos, Sofia	Sofia	Changed
Middle	I	I	Unchanged
Last name	—	Rioos	Changed
Date of birth	Jun 6, 1992	1992-06-06	Parsed
Gender	·Male	M	Parsed
Member ID	UHC-21043-75	UHC-21043-75	Unchanged
SSN	•••-••-4960	•••-••-4960	Unchanged
Phone	868-875-2423	8688752423	Parsed
Email	NULL	—	Cleared
Address	N/A	—	Cleared
City	null	—	Cleared
State	—	—	Unchanged
ZIP	—	—	Unchanged
Group	GRP-9972	GRP-9972	Unchanged
Plan	-	—	Cleared

5 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)
Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
ENR-125019	0.96	Rule	D3 member id + name	Auto-linked
ENR-125020	0.96	Rule	D3 member id + name	Auto-linked

Linked 2026-10-22 12:43:43

Golden record: Sofia Rios, 1992-06-06, 3 records, Verified

Evidence

Matched against ENR-125019

Field	Similarity	Weight
Name	0.97	3.0
Member ID	1.00	4.0
Phone	1.00	1.5

6 hash-chained entries for this record

Record linked automatically2a64e30690
2026-10-22 12:43:54, matching_agent
identity id MBR-021553, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-125019
Record linked automatically81f5a35cd7
2026-10-19 19:54:38, matching_agent
identity id MBR-021553, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-125019
Record linked automatically7f5990aa00
2026-10-19 19:52:09, matching_agent
identity id MBR-021553, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-125019
Record linked automaticallyba147aec38
2026-10-19 19:45:42, matching_agent
identity id MBR-021553, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-125019
Record linked automatically59a1172746
2026-10-19 19:32:31, matching_agent
identity id MBR-021553, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-125019
Record linked automaticallyaa87301149
2026-10-19 19:31:28, matching_agent
identity id MBR-029304, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-124841