Record, CLM, bronze and silver
CLM-419850
Received 2026-05-19T12:40:36Z, line 86,344 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 | McDonald | McDonald | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Eric | Eric | Unchanged |
| Date of birth | 2006-08-23 | 2006-08-23 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-4723 | •••-••-4723 | Parsed |
| Phone | 17502790087 | 7502790087 | Parsed |
| ···· | — | Unchanged | |
| Address | 4372 CENTRAL AVENUE | 4372 Central Ave | Changed |
| City | Minneapolis | Minneapolis | Unchanged |
| State | Minnesota | MN | Changed |
| ZIP | 55464 | 55464 | Unchanged |
| Group | GRP-6984 | GRP-6984 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.52
- Name key
- mcdonald|eric
- Address key
- 4372|central|55464
- Canonical first
- mcdonald
Quality flags
6 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- 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
- 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 |
|---|---|---|---|---|
| ENR-126139 | 0.99 | Scored | — | Auto-linked |
| TPA-58751 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-020521
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Eric McDonald, 2006-08-23, 3 records, Verified
Evidence
Matched against ENR-126139
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyfd6d6526dc2026-10-22 12:43:54, scoring_agentidentity id MBR-020521, confidence 0.987, method probabilistic, matched record ENR-126139, policy version 1
- Record linked automaticallyed04f22d572026-10-19 19:54:38, scoring_agentidentity id MBR-020521, confidence 0.987, method probabilistic, matched record ENR-126139, policy version 1
- Record linked automatically276fa00f532026-10-19 19:52:09, scoring_agentidentity id MBR-020521, confidence 0.987, method probabilistic, matched record ENR-126139, policy version 1
- Record linked automaticallyb6ba02da052026-10-19 19:45:42, scoring_agentidentity id MBR-020521, confidence 0.987, method probabilistic, matched record ENR-126139, policy version 1
- Record linked automaticallyf1c8cbfd7b2026-10-19 19:32:31, scoring_agentidentity id MBR-020521, confidence 0.987, method probabilistic, matched record ENR-126139, policy version 1
- Record linked automaticallyf0b9c1f0942026-10-19 19:31:28, scoring_agentidentity id MBR-005372, confidence 0.937, method probabilistic, matched record ENR-126052, policy version 1