Record, CLM, bronze and silver
CLM-422084
Received 2026-09-22T14:08:37Z, line 39,122 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 | Joyce | Joyce | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Duncan | Duncan | Unchanged |
| Date of birth | 08-06-1994 | 1994-06-08 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | (804) 419-4490 | 8044194490 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | UNKNOWN | — | Cleared |
| City | UNKNOWN | — | Cleared |
| State | null | — | Cleared |
| ZIP | null | — | Cleared |
| Group | GRP-0928 | GRP-0928 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.94
- Name key
- joyce|duncan
- Address key
- —
- Canonical first
- joyce
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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-422086 | 1.00 | Scored | — | Auto-linked |
| ENR-128927 | 1.00 | Scored | — | Auto-linked |
| CLM-422085 | 0.98 | Scored | — | Auto-linked |
| ENR-128926 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-027942
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joyce Duncan, 1994-06-08, 5 records, Verified
Evidence
Matched against CLM-422086
| 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 automatically9b760ad8d42026-10-19 19:54:38, scoring_agentidentity id MBR-027942, confidence 1, method probabilistic, matched record CLM-422086, policy version 1
- Record linked automatically47cf76bb312026-10-19 19:52:09, scoring_agentidentity id MBR-027942, confidence 1, method probabilistic, matched record CLM-422086, policy version 1
- Record linked automaticallyceb942e7072026-10-19 19:45:42, scoring_agentidentity id MBR-027942, confidence 1, method probabilistic, matched record CLM-422086, policy version 1
- Record linked automatically0847949f2c2026-10-19 19:32:31, scoring_agentidentity id MBR-027942, confidence 1, method probabilistic, matched record CLM-422086, policy version 1
- Record linked automaticallycd2e1b55f02026-10-19 19:31:28, scoring_agentidentity id MBR-010103, confidence 1, method probabilistic, matched record CLM-422085, policy version 1