Record, CLM, bronze and silver
CLM-421791
Received 2026-04-26T03:40:06Z, line 83,986 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 | Stephen | Stephen | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Mills | Mills | Unchanged |
| Date of birth | Dec 22, 2006 | 2006-12-22 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | null | — | Cleared |
| SSN | •••-••-6968 | •••-••-6968 | Unchanged |
| Phone | 658.878.2049 | 6588782049 | Parsed |
| STEPHEN.MILLS@PROTON.ME·· | stephen.mills@proton.me | Changed | |
| Address | 2771 Willow Ct | 2771 Willow Ct | Unchanged |
| City | NASHVILLE | Nashville | Changed |
| State | TN | TN | Unchanged |
| ZIP | 37245 | 37245 | Unchanged |
| Group | GRP-9767 | GRP-9767 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.90
- Name key
- stephen|mills
- Address key
- 2771|willow|37245
- Canonical first
- stephen
Quality flags
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
- City re-casedCity re-cased to Title Case
- Email lower-casedEmail lower-cased
- 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 |
|---|---|---|---|---|
| TPA-59568 | 1.00 | Scored | — | Auto-linked |
| CLM-421789 | 1.00 | Scored | — | Auto-linked |
| CLM-421790 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-023184
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Stephen Mills, 2006-12-22, 4 records, Verified
Evidence
Matched against TPA-59568
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically53f954322e2026-10-22 12:43:54, scoring_agentidentity id MBR-023184, confidence 1, method probabilistic, matched record TPA-59568, policy version 1
- Record linked automaticallye7748f4d822026-10-19 19:54:38, scoring_agentidentity id MBR-023184, confidence 1, method probabilistic, matched record TPA-59568, policy version 1
- Record linked automatically63b6115f742026-10-19 19:52:09, scoring_agentidentity id MBR-023184, confidence 1, method probabilistic, matched record TPA-59568, policy version 1
- Record linked automatically1f9f671dde2026-10-19 19:45:42, scoring_agentidentity id MBR-023184, confidence 1, method probabilistic, matched record TPA-59568, policy version 1
- Record linked automatically2fe90369f62026-10-19 19:32:31, scoring_agentidentity id MBR-023184, confidence 1, method probabilistic, matched record TPA-59568, policy version 1
- Record linked automaticallyd3cae1c3672026-10-19 19:31:28, scoring_agentidentity id MBR-008229, confidence 1, method probabilistic, matched record ENR-128629, policy version 1