Record, CLM, bronze and silver
CLM-427110
Received 2026-03-07T22:41:16Z, line 30,800 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 | isabella | Isabella | Changed |
| Middle | — | — | Unchanged |
| Last name | barnes | Barnes | Changed |
| Date of birth | 1995-09-02 | 1995-09-02 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-0494 | •••-••-0494 | Unchanged |
| Phone | 223-657-8131 | 2236578131 | Parsed |
| isabella.barnes@proton.me | isabella.barnes@proton.me | Unchanged | |
| Address | 5646 Elm St | 5646 Elm St | Unchanged |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | UNKNOWN | — | Cleared |
| Group | — | — | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.80
- Name key
- isabella|barnes
- Address key
- 5646|elm|fresno
- Canonical first
- isabella
Quality flags
4 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
- ZIP missingStreet address present but no ZIP supplied
- 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-427111 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-135550 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-018152
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Isabella Barnes, 1995-09-02, 3 records, Verified
Evidence
Matched against CLM-427111
| 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 | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically23020c46562026-10-22 12:43:54, matching_agentidentity id MBR-018152, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-427111
- Record linked automaticallye72655582b2026-10-19 19:54:38, matching_agentidentity id MBR-018152, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-427111
- Record linked automatically6703bb2c632026-10-19 19:52:09, matching_agentidentity id MBR-018152, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-427111
- Record linked automaticallyae5979caf02026-10-19 19:45:42, matching_agentidentity id MBR-018152, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-427111
- Record linked automatically05ffa5fed62026-10-19 19:32:31, matching_agentidentity id MBR-018152, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-427111
- Record linked automaticallyaa604451d82026-10-19 19:31:28, scoring_agentidentity id MBR-015004, confidence 1, method probabilistic, matched record CLM-427111, policy version 1