Record, CLM, bronze and silver
CLM-429299
Received 2026-02-17T14:10:11Z, line 92,184 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 | Arthur | Arthur | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Smith | Smith | Unchanged |
| Date of birth | 1975-09-02 | 1975-09-02 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | 877-263-6178 | 8772636178 | Parsed |
| N/A | — | Cleared | |
| Address | 7230 HARBOR BOULEVARD Apt 23 | 7230 Harbor Blvd Apt 23 | Changed |
| City | Nashville | Nashville | Unchanged |
| State | TN | TN | Unchanged |
| ZIP | 37202 | 37202 | Unchanged |
| Group | — | — | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.52
- Name key
- arthur|smith
- Address key
- 7230|harbor|37202
- Canonical first
- arthur
Quality flags
6 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-138448 | 1.00 | Scored | — | Auto-linked |
| CLM-429298 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002841
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Arthur Smith, 1975-09-02, 3 records, Verified
Evidence
Matched against CLM-429298
| 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 automaticallyd11a1c2e232026-10-19 19:54:38, scoring_agentidentity id MBR-002841, confidence 1, method probabilistic, matched record CLM-429298, policy version 1
- Record linked automatically044a2459212026-10-19 19:52:08, scoring_agentidentity id MBR-002841, confidence 1, method probabilistic, matched record CLM-429298, policy version 1
- Record linked automatically66a59c35ea2026-10-19 19:45:41, scoring_agentidentity id MBR-002841, confidence 1, method probabilistic, matched record CLM-429298, policy version 1
- Record linked automaticallycff046e5f32026-10-19 19:32:31, scoring_agentidentity id MBR-002841, confidence 1, method probabilistic, matched record CLM-429298, policy version 1
- Record linked automaticallyb53ac5c3552026-10-19 19:31:28, matching_agentidentity id MBR-001821, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-28616