Record, CLM, bronze and silver

CLM-432479

Received 2026-08-11T06:00:22Z, line 94,166 of the CLM feed

CLMScored

Bronze vs silver

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

Field	Bronze (as received)	Silver (normalised)	Change
First name	Willie	Willie	Unchanged
Middle	—	—	Unchanged
Last name	Bennett	Bennett	Unchanged
Date of birth	25-01-1969	1969-01-25	Parsed
Gender	M	M	Unchanged
Member ID	UHC-41101-83	UHC-41101-83	Unchanged
SSN	•••-••-6312	•••-••-6312	Unchanged
Phone	649.586.8623	6495868623	Parsed
Email	NULL	—	Cleared
Address	1924 HIGHLAND AVE	1924 Highland Ave	Changed
City	Columbus	Columbus	Unchanged
State	OH	OH	Unchanged
ZIP	43225	43225	Unchanged
Group	null	—	Cleared
Plan	UNKNOWN	—	Cleared

5 raised during normalisation

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
Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
Address re-casedStreet line re-cased and punctuation removed
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-29482	0.99	Scored	—	Auto-linked
PRV-29481	0.99	Scored	—	Auto-linked
CLM-432480	0.97	Rule	D2 ssn4 + dob + last name	Auto-linked
CLM-432478	0.96	Rule	D3 member id + name	Auto-linked
ENR-142632	0.96	Rule	D3 member id + name	Auto-linked
ENR-142631	0.96	Rule	D3 member id + name	Auto-linked

Linked 2026-10-19 19:54:36

Golden record: Willie Bennett, 1969-01-25, 7 records, Verified

Evidence

Matched against PRV-29482

Field	Similarity	Weight	Note
Name	0.99	3.0
Date of birth	1.00	3.0	exact
Phone	1.00	1.5

5 hash-chained entries for this record

Record linked automatically8e231d387f
2026-10-19 19:54:38, scoring_agent
identity id MBR-001378, confidence 0.995, method probabilistic, matched record PRV-29482, policy version 1
Record linked automatically8a980accac
2026-10-19 19:52:08, scoring_agent
identity id MBR-001378, confidence 0.995, method probabilistic, matched record PRV-29482, policy version 1
Record linked automaticallya05f7afb7e
2026-10-19 19:45:41, scoring_agent
identity id MBR-001378, confidence 0.995, method probabilistic, matched record PRV-29482, policy version 1
Record linked automatically3bc6561083
2026-10-19 19:32:31, scoring_agent
identity id MBR-001378, confidence 0.995, method probabilistic, matched record PRV-29482, policy version 1
Record linked automaticallyc8c88bcd67
2026-10-19 19:31:28, matching_agent
identity id MBR-007561, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142808