Record, CLM, bronze and silver
CLM-404391
Received 2026-02-24T06:50:41Z, line 29,313 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 | Joe | Joe | Unchanged |
| Middle | M. | M | Changed |
| Last name | Fllores | Fllores | Unchanged |
| Date of birth | 19771218 | 1977-12-18 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | null | — | Cleared |
| Phone | null | — | Cleared |
| NULL·· | — | Cleared | |
| Address | 8481 River Rd | 8481 River Rd | Unchanged |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75008 | 75008 | Unchanged |
| Group | — | — | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.82
- Name key
- joseph|fllores
- Address key
- 8481|river|75008
- Canonical first
- joseph
Quality flags
3 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-21258 | 0.99 | Scored | — | Auto-linked |
| CLM-404390 | 0.99 | Scored | — | Auto-linked |
| ENR-105812 | 0.97 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009435
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Joe Flores, 1977-12-18, 4 records, Verified
Evidence
Matched against CLM-404390
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically218650671a2026-10-19 19:54:38, scoring_agentidentity id MBR-009435, confidence 0.991, method probabilistic, matched record CLM-404390, policy version 1
- Record linked automatically68daebd7492026-10-19 19:52:09, scoring_agentidentity id MBR-009435, confidence 0.991, method probabilistic, matched record CLM-404390, policy version 1
- Record linked automatically90658cbb052026-10-19 19:45:42, scoring_agentidentity id MBR-009435, confidence 0.991, method probabilistic, matched record CLM-404390, policy version 1
- Record linked automaticallyd3846199d72026-10-19 19:32:31, scoring_agentidentity id MBR-009435, confidence 0.991, method probabilistic, matched record CLM-404390, policy version 1
- Record linked automatically4a76798faa2026-10-19 19:31:28, matching_agentidentity id MBR-019306, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105710