Record, CLM, bronze and silver

CLM-412356

Received 2026-05-03T00:54:33Z, line 78,666 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	DEBORAH	Deborah	Changed
Middle	··	—	Unchanged
Last name	GILBERT	Gilbert	Changed
Date of birth	9166-05-12	—	Cleared
Gender	M··	M	Parsed
Member ID	UHC-22494-09··	UHC-22494-09	Parsed
SSN	•••-••-6879	•••-••-6879	Unchanged
Phone	(715) 299-7127	7152997127	Parsed
Email	deborah.gilbert41@yahoo.com	deborah.gilbert41@yahoo.com	Unchanged
Address	—	—	Unchanged
City	-	—	Cleared
State	—	—	Unchanged
ZIP	N/A	—	Cleared
Group	GRP-9994	GRP-9994	Unchanged
Plan	-··	—	Cleared

5 raised during normalisation

Name re-casedName letter-case rewritten to Title Case and stray characters removed
Date of birth unreadableDate of birth did not match any known format or was out of range; cleared
Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
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
PRV-23570	0.96	Rule	D3 member id + name	Auto-linked
CLM-412355	0.96	Rule	D3 member id + name	Auto-linked
CLM-412354	0.96	Rule	D3 member id + name	Auto-linked
PRV-23571	0.83	Scored	—	Sent to steward

Linked 2026-10-19 19:54:36

Golden record: Deborah Gilbert, 1966-05-12, 5 records, Verified

Evidence

Matched against CLM-412354

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

5 hash-chained entries for this record

Record linked automatically717dc5600b
2026-10-19 19:54:38, matching_agent
identity id MBR-007753, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-412354
Record linked automatically35d85852de
2026-10-19 19:52:09, matching_agent
identity id MBR-007753, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-412354
Record linked automaticallyab0ba52d40
2026-10-19 19:45:42, matching_agent
identity id MBR-007753, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-412354
Record linked automatically33b7d56520
2026-10-19 19:32:31, matching_agent
identity id MBR-007753, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-412354
Record linked automatically693471d6bd
2026-10-19 19:31:28, scoring_agent
identity id MBR-010336, confidence 0.908, method probabilistic, matched record TPA-55455, policy version 1