Record, CLM, bronze and silver
CLM-418472
Received 2026-06-14T15:34:18Z, line 8,755 of the CLM feed
CLMRule
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 | I | I | Unchanged |
| Last name | MCCOY | McCoy | Changed |
| Date of birth | 1979-04-23 | 1979-04-23 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-54920-73 | UHC-54920-73 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 7606 Camelback Road | 7606 Camelback Rd | Changed |
| City | ·Jacksonville | Jacksonville | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32268 | 32268 | Unchanged |
| Group | GRP-7848 | GRP-7848 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.78
- Name key
- madison|mccoy
- Address key
- 7606|camelback|32268
- Canonical first
- madison
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation 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 |
|---|---|---|---|---|
| ENR-124315 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-418470 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-418471 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-022389
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
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 |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallycbb54a67572026-10-22 12:43:54, matching_agentidentity id MBR-022389, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-124315
- Record linked automatically5d4a834c892026-10-19 19:54:38, matching_agentidentity id MBR-022389, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-124315
- Record linked automatically50126c3ee42026-10-19 19:52:09, matching_agentidentity id MBR-022389, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-124315
- Record linked automatically1470cf052c2026-10-19 19:45:42, matching_agentidentity id MBR-022389, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-124315
- Record linked automaticallyf3a858034c2026-10-19 19:32:31, matching_agentidentity id MBR-022389, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-124315
- Record linked automatically2f041718bc2026-10-19 19:31:28, scoring_agentidentity id MBR-028666, confidence 1, method probabilistic, matched record TPA-58073, policy version 1