Record, CLM, bronze and silver
CLM-410811
Received 2026-01-06T14:31:10Z, line 81,784 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 | NICOLE | Nicole | Changed |
| Middle | — | — | Unchanged |
| Last name | RICHARDSON | Richardson | Changed |
| Date of birth | 2008-09-22 | 2008-09-22 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-4520 | •••-••-4520 | Unchanged |
| Phone | (725) 707-6485 | 7257076485 | Parsed |
| null | — | Cleared | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | null | — | Cleared |
| Group | GRP-4475 | GRP-4475 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.94
- Name key
- nicole|richardson
- Address key
- —
- Canonical first
- nicole
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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 |
|---|---|---|---|---|
| CLM-410808 | 1.00 | Scored | — | Auto-linked |
| CLM-410809 | 1.00 | Scored | — | Auto-linked |
| ENR-114189 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-410810 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001810
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Nicole Richardson, 2008-09-22, 5 records, Verified
Evidence
Matched against CLM-410808
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically89d40845b92026-10-19 19:54:38, scoring_agentidentity id MBR-001810, confidence 1, method probabilistic, matched record CLM-410808, policy version 1
- Record linked automaticallyfa09b7d44e2026-10-19 19:52:08, scoring_agentidentity id MBR-001810, confidence 1, method probabilistic, matched record CLM-410808, policy version 1
- Record linked automaticallyc2bec095d02026-10-19 19:45:41, scoring_agentidentity id MBR-001810, confidence 1, method probabilistic, matched record CLM-410808, policy version 1
- Record linked automaticallya800c903942026-10-19 19:32:31, scoring_agentidentity id MBR-001810, confidence 1, method probabilistic, matched record CLM-410808, policy version 1
- Record linked automaticallyb3928bd4bf2026-10-19 19:31:28, scoring_agentidentity id MBR-039209, confidence 1, method probabilistic, matched record CLM-410812, policy version 1