Record, CLM, bronze and silver
CLM-404020
Received 2026-10-05T18:16:58Z, line 78,835 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 | ETHAN | Ethan | Changed |
| Middle | ···· | — | Unchanged |
| Last name | RIOS | Rios | Changed |
| Date of birth | 1992-05-13 | 1992-05-13 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (272) 285-6719 | 2722856719 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | null | — | Cleared |
| City | null | — | Cleared |
| State | N/A | — | Cleared |
| ZIP | ·NULL | — | Cleared |
| Group | - | — | Cleared |
| Plan | null | — | Cleared |
- Quality score
- 0.92
- Name key
- ethan|rios
- Address key
- —
- Canonical first
- ethan
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
- 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-404021 | 1.00 | Scored | — | Auto-linked |
| ENR-105261 | 1.00 | Scored | — | Auto-linked |
| TPA-51738 | 0.83 | Scored | — | Sent to steward |
| PRV-21132 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004731
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ethan Rios, 1992-05-13, 5 records, Verified
Evidence
Matched against CLM-404021
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically8b4ca6e2792026-10-19 19:54:38, scoring_agentidentity id MBR-004731, confidence 1, method probabilistic, matched record CLM-404021, policy version 1
- Record linked automatically3854bda31c2026-10-19 19:52:08, scoring_agentidentity id MBR-004731, confidence 1, method probabilistic, matched record CLM-404021, policy version 1
- Record linked automatically05d5e8c8a92026-10-19 19:45:42, scoring_agentidentity id MBR-004731, confidence 1, method probabilistic, matched record CLM-404021, policy version 1
- Record linked automatically95772abee92026-10-19 19:32:31, scoring_agentidentity id MBR-004731, confidence 1, method probabilistic, matched record CLM-404021, policy version 1
- Record linked automatically3f5869f2b52026-10-19 19:31:28, scoring_agentidentity id MBR-034313, confidence 1, method probabilistic, matched record TPA-51798, policy version 1