Record, CLM, bronze and silver
CLM-407854
Received 2026-01-10T13:15:42Z, line 35,327 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | carroll | Carroll | Changed |
| Middle | — | — | Unchanged |
| Last name | carolyn | Carolyn | Changed |
| Date of birth | 1958-08-14 | 1958-08-14 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | NULL·· | — | Cleared |
| SSN | •••-••-5730 | •••-••-5730 | Unchanged |
| Phone | 792.522.8582 | 7925228582 | Parsed |
| — | — | Unchanged | |
| Address | 3600 PINE DRIVE | 3600 Pine Dr | Changed |
| City | Sacramento | Sacramento | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 95890 | 95890 | Unchanged |
| Group | GRP-4978 | GRP-4978 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.76
- Name key
- carroll|carolyn
- Address key
- 3600|pine|95890
- Canonical first
- carroll
Quality flags
6 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
- 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
- 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-407853 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003061
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Carroll Carolyn, 1958-08-14, 2 records, Verified
Evidence
Matched against CLM-407853
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| 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 automatically9ff1bf5a442026-10-22 12:43:53, matching_agentidentity id MBR-003061, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-407853
- Record linked automatically4f5a454a292026-10-19 19:54:38, matching_agentidentity id MBR-003061, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-407853
- Record linked automatically30730d3c692026-10-19 19:52:08, matching_agentidentity id MBR-003061, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-407853
- Record linked automaticallya5777de89a2026-10-19 19:45:41, matching_agentidentity id MBR-003061, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-407853
- Record linked automaticallydb54b1eb512026-10-19 19:32:31, matching_agentidentity id MBR-003061, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-407853
- Record linked automatically6bcfb90e0d2026-10-19 19:31:28, matching_agentidentity id MBR-007800, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-110268