Record, CLM, bronze and silver
CLM-406633
Received 2026-03-26T02:20:25Z, line 43,717 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 | joe | Joe | Changed |
| Middle | — | — | Unchanged |
| Last name | stephens | Stephens | Changed |
| Date of birth | 2008-02-05 | 2008-02-05 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-6355 | •••-••-6355 | Unchanged |
| Phone | (619) 520-0229 | 6195200229 | Parsed |
| null | — | Cleared | |
| Address | 4462 SUNSET BOULEVARD | 4462 Sunset Blvd | Changed |
| City | Jacksonville | Jacksonville | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32242·· | 32242 | Changed |
| Group | GRP-4538 | GRP-4538 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- joseph|stephens
- Address key
- 4462|sunset|32242
- Canonical first
- joseph
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 |
|---|---|---|---|---|
| TPA-52920 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-406632 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-108675 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004535
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Joe Stephens, 2008-02-05, 4 records, Verified
Evidence
Matched against CLM-406632
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallybabfbed6db2026-10-19 19:54:38, matching_agentidentity id MBR-004535, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-406632
- Record linked automaticallyb7cf6654132026-10-19 19:52:08, matching_agentidentity id MBR-004535, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-406632
- Record linked automaticallyb51d49f0ca2026-10-19 19:45:42, matching_agentidentity id MBR-004535, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-406632
- Record linked automatically87efec62d12026-10-19 19:32:31, matching_agentidentity id MBR-004535, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-406632
- Record linked automaticallyc596a064462026-10-19 19:31:28, scoring_agentidentity id MBR-008883, confidence 1, method probabilistic, matched record ENR-108701, policy version 1