Record, CLM , bronze and silver
CLM-418998
Received 2026-08-08T22:33:09Z, line 53,814 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Cynthia·· | Cynthia | Changed |
| Middle | — | — | Unchanged |
| Last name | Mitchell·· | Mitchell | Changed |
| Date of birth | 1944-10-20 | 1944-10-20 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | null | — | Cleared |
| SSN | •••-••-8919 | •••-••-8919 | Unchanged |
| Phone | 353-735-4149 | 3537354149 | Parsed |
| N/A | — | Cleared | |
| Address | 6540 Meadow Lane | 6540 Meadow Ln | Changed |
| City | Charlotte | Charlotte | Unchanged |
| State | North Carolina | NC | Changed |
| ZIP | 28219 | 28219 | Unchanged |
| Group | GRP-7390 | GRP-7390 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.50
- Name key
- cynthia|mitchell
- Address key
- 6540|meadow|28219
- Canonical first
- cynthia
Quality flags
7 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- 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-418999 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-040781
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Cynthia Mitchell, 1944-10-20, 2 records, Verified
Evidence
Matched against CLM-418999
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically3fb3f6dd852026-10-22 12:43:55, matching_agentidentity id MBR-040781, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-418999
- Record linked automaticallyaf6b61dbbe2026-10-19 19:54:39, matching_agentidentity id MBR-040781, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-418999
- Record linked automaticallye0975b41242026-10-19 19:52:09, matching_agentidentity id MBR-040781, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-418999
- Record linked automaticallyd5081e94242026-10-19 19:45:42, matching_agentidentity id MBR-040781, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-418999
- Record linked automatically93f3d2f6742026-10-19 19:32:31, matching_agentidentity id MBR-040781, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-418999
- Record linked automaticallya21ba75f852026-10-19 19:31:28, scoring_agentidentity id MBR-014715, confidence 1, method probabilistic, matched record CLM-418997, policy version 1