Record, CLM, bronze and silver
CLM-421501
Received 2026-09-13T13:37:06Z, line 31,726 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 | JAMES | James | Changed |
| Middle | — | — | Unchanged |
| Last name | RUIZ | Ruiz | Changed |
| Date of birth | 1964-01-24 | 1964-01-24 | Unchanged |
| Gender | - | — | Cleared |
| Member ID | UNKNOWN·· | — | Cleared |
| SSN | •••-••-4279 | •••-••-4279 | Unchanged |
| Phone | — | — | Unchanged |
| james.ruiz66@yahoo.com·· | james.ruiz66@yahoo.com | Changed | |
| Address | 7819 Spring St | 7819 Spring St | Unchanged |
| City | Jacksonville | Jacksonville | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32203 | 32203 | Unchanged |
| Group | GRP-5889 | GRP-5889 | Unchanged |
| Plan | ·· | — | Unchanged |
- Quality score
- 0.94
- Name key
- james|ruiz
- Address key
- 7819|spring|32203
- Canonical first
- james
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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-421502 | 0.99 | Scored | — | Auto-linked |
| ENR-128154 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-031132
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: James Ruiz, 1964-01-24, 3 records, Verified
Evidence
Matched against CLM-421502
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically9ec3cacb322026-10-22 12:43:54, scoring_agentidentity id MBR-031132, confidence 0.993, method probabilistic, matched record CLM-421502, policy version 1
- Record linked automatically0353e675b12026-10-19 19:54:38, scoring_agentidentity id MBR-031132, confidence 0.993, method probabilistic, matched record CLM-421502, policy version 1
- Record linked automatically32175bd5992026-10-19 19:52:09, scoring_agentidentity id MBR-031132, confidence 0.993, method probabilistic, matched record CLM-421502, policy version 1
- Record linked automatically8b9226ee4c2026-10-19 19:45:42, scoring_agentidentity id MBR-031132, confidence 0.993, method probabilistic, matched record CLM-421502, policy version 1
- Record linked automatically360d5310c22026-10-19 19:32:31, scoring_agentidentity id MBR-031132, confidence 0.993, method probabilistic, matched record CLM-421502, policy version 1
- Record linked automaticallyd57a5a08382026-10-19 19:31:28, matching_agentidentity id MBR-010803, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-128271