Record, CLM, bronze and silver
CLM-418471
Received 2026-03-27T12:19:40Z, line 92,459 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 | MADISON | Madison | Changed |
| Middle | — | — | Unchanged |
| Last name | MCCOY | McCoy | Changed |
| Date of birth | 1979-04-23 | 1979-04-23 | Unchanged |
| Gender | - | — | Cleared |
| Member ID | UNKNOWN | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 741-806-8186 | 7418068186 | Parsed |
| — | — | Unchanged | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | null | — | Cleared |
| Group | N/A | — | Cleared |
| Plan | medicare-adv-a | MEDICARE-ADV-A | Changed |
- Quality score
- 0.92
- Name key
- madison|mccoy
- Address key
- —
- Canonical first
- madison
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
- Plan code upper-casedPlan code upper-cased
- 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 |
|---|---|---|---|---|
| ENR-124315 | 1.00 | Scored | — | Auto-linked |
| CLM-418470 | 1.00 | Scored | — | Auto-linked |
| CLM-418472 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-022389
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Madison McCoy, 1979-04-23, 4 records, Verified
Evidence
Matched against ENR-124315
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyf94a7933bf2026-10-22 12:43:54, scoring_agentidentity id MBR-022389, confidence 1, method probabilistic, matched record ENR-124315, policy version 1
- Record linked automatically1c8768a3f82026-10-19 19:54:38, scoring_agentidentity id MBR-022389, confidence 1, method probabilistic, matched record ENR-124315, policy version 1
- Record linked automatically1dac99684a2026-10-19 19:52:09, scoring_agentidentity id MBR-022389, confidence 1, method probabilistic, matched record ENR-124315, policy version 1
- Record linked automaticallye110886fb82026-10-19 19:45:42, scoring_agentidentity id MBR-022389, confidence 1, method probabilistic, matched record ENR-124315, policy version 1
- Record linked automaticallyc8e1645ec22026-10-19 19:32:31, scoring_agentidentity id MBR-022389, confidence 1, method probabilistic, matched record ENR-124315, policy version 1
- Record linked automatically5c2cb364cd2026-10-19 19:31:28, scoring_agentidentity id MBR-028666, confidence 1, method probabilistic, matched record TPA-58073, policy version 1