Record, CLM, bronze and silver
CLM-408500
Received 2026-10-12T14:50:00Z, line 18,527 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 | Joe | Joe | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Matthews | Matthews | Unchanged |
| Date of birth | 1945-05-09 | 1945-05-09 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-80322-37 | UHC-80322-37 | Unchanged |
| SSN | •••-••-2066 | •••-••-2066 | Unchanged |
| Phone | +1 989 789 9766 | 9897899766 | Parsed |
| joe.matthews@gmail.com | joe.matthews@gmail.com | Unchanged | |
| Address | 1238 Willow Ct | 1238 Willow Ct | Unchanged |
| City | Las Vegas | Las Vegas | Unchanged |
| State | NV | NV | Unchanged |
| ZIP | 89183 | 89183 | Unchanged |
| Group | UNKNOWN·· | — | Cleared |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.96
- Name key
- joseph|matthews
- Address key
- 1238|willow|89183
- Canonical first
- joseph
Quality flags
2 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-53736 | 1.00 | Scored | — | Auto-linked |
| CLM-408502 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-408501 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-53738 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-53737 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019349
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joe Matthews, 1945-05-09, 6 records, Verified
Evidence
Matched against TPA-53736
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically43f42c8eb12026-10-19 19:54:38, scoring_agentidentity id MBR-019349, confidence 1, method probabilistic, matched record TPA-53736, policy version 1
- Record linked automaticallya825ff3a932026-10-19 19:52:09, scoring_agentidentity id MBR-019349, confidence 1, method probabilistic, matched record TPA-53736, policy version 1
- Record linked automatically86f38714d12026-10-19 19:45:42, scoring_agentidentity id MBR-019349, confidence 1, method probabilistic, matched record TPA-53736, policy version 1
- Record linked automatically41166014982026-10-19 19:32:31, scoring_agentidentity id MBR-019349, confidence 1, method probabilistic, matched record TPA-53736, policy version 1
- Record linked automaticallya1438edd062026-10-19 19:31:28, scoring_agentidentity id MBR-018901, confidence 0.918, method probabilistic, matched record TPA-53762, policy version 1