Record, CLM, bronze and silver
CLM-419043
Received 2026-03-09T12:43:32Z, line 65,703 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 | KAREN·· | Karen | Changed |
| Middle | — | — | Unchanged |
| Last name | RIVERA | Rivera | Changed |
| Date of birth | 1984-05-22·· | 1984-05-22 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | •••-••-4390 | •••-••-4390 | Unchanged |
| Phone | 6439595537 | 6439595537 | Unchanged |
| karen.rivera@hotmail.com | karen.rivera@hotmail.com | Unchanged | |
| Address | 9144 RIDGE RD | 9144 Ridge Rd | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93779 | 93779 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- karen|rivera
- Address key
- 9144|ridge|93779
- Canonical first
- karen
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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 |
|---|---|---|---|---|
| PRV-25670 | 1.00 | Scored | — | Auto-linked |
| TPA-58441 | 1.00 | Scored | — | Auto-linked |
| CLM-419042 | 1.00 | Scored | — | Auto-linked |
| ENR-125097 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-25669 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001615
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Karen Rivera, 1984-05-22, 6 records, Verified
Evidence
Matched against PRV-25670
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyc94e39afd82026-10-19 19:54:38, scoring_agentidentity id MBR-001615, confidence 1, method probabilistic, matched record PRV-25670, policy version 1
- Record linked automatically4207437d902026-10-19 19:52:08, scoring_agentidentity id MBR-001615, confidence 1, method probabilistic, matched record PRV-25670, policy version 1
- Record linked automatically88f3c13eb72026-10-19 19:45:41, scoring_agentidentity id MBR-001615, confidence 1, method probabilistic, matched record PRV-25670, policy version 1
- Record linked automatically14915a6f312026-10-19 19:32:31, scoring_agentidentity id MBR-001615, confidence 1, method probabilistic, matched record PRV-25670, policy version 1
- Record linked automaticallyd37a8ebc692026-10-19 19:31:28, scoring_agentidentity id MBR-033570, confidence 1, method probabilistic, matched record CLM-419042, policy version 1