Record, CLM, bronze and silver
CLM-408212
Received 2026-06-21T07:24:36Z, line 60,172 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 | BLILY | Blily | Changed |
| Middle | — | — | Unchanged |
| Last name | OLSON·· | Olson | Changed |
| Date of birth | 19740621 | 1974-06-21 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-2053 | •••-••-2053 | Unchanged |
| Phone | (706) 446-3924 | 7064463924 | Parsed |
| null | — | Cleared | |
| Address | 8096 RIVER RD | 8096 River Rd | Changed |
| City | Mesa | Mesa | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85259 | 85259 | Unchanged |
| Group | GRP-6840 | GRP-6840 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.60
- Name key
- blily|olson
- Address key
- 8096|river|85259
- Canonical first
- blily
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-408213 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-110826 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-030613
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Billy Olson, 1974-06-21, 3 records, Verified
Evidence
Matched against CLM-408213
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.83 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 0.00 | 2.0 | different |
Audit
6 hash-chained entries for this record
- Record linked automatically0e2f3feef72026-10-22 12:43:54, matching_agentidentity id MBR-030613, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-408213
- Record linked automatically83d53fb3382026-10-19 19:54:38, matching_agentidentity id MBR-030613, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-408213
- Record linked automatically50eb4f07032026-10-19 19:52:09, matching_agentidentity id MBR-030613, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-408213
- Record linked automatically7a4f9bddee2026-10-19 19:45:42, matching_agentidentity id MBR-030613, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-408213
- Record linked automatically6e989d0c132026-10-19 19:32:31, matching_agentidentity id MBR-030613, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-408213
- Record linked automaticallye7885e823b2026-10-19 19:31:28, scoring_agentidentity id MBR-024924, confidence 1, method probabilistic, matched record ENR-110794, policy version 1