Record, CLM, bronze and silver
CLM-400861
Received 2026-04-20T07:43:15Z, line 28,790 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 | Munooz | Munooz | Unchanged |
| Middle | J | J | Unchanged |
| Last name | Brandon | Brandon | Unchanged |
| Date of birth | ·1965-08-06 | 1965-08-06 | Parsed |
| Gender | ·Female | F | Parsed |
| Member ID | UHC-24440-97 | UHC-24440-97 | Unchanged |
| SSN | null | — | Cleared |
| Phone | 419.903.4858 | 4199034858 | Parsed |
| null | — | Cleared | |
| Address | 466 DESERT SKY BOULEVARD | 466 Desert Sky Blvd | Changed |
| City | ·Jacksonville | Jacksonville | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32253 | 32253 | Unchanged |
| Group | GRP-2664 | GRP-2664 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.64
- Name key
- munooz|brandon
- Address key
- 466|desert sky|32253
- Canonical first
- munooz
Quality flags
6 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-400860 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-101139 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-50404 | 0.98 | Scored | — | Auto-linked |
| TPA-50403 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-020334
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Brandon Munoz, 1965-08-06, 5 records, Verified
Evidence
Matched against CLM-400860
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.94 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyca72a6fdfa2026-10-22 12:43:54, matching_agentidentity id MBR-020334, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400860
- Record linked automaticallyb1aa5fd1d52026-10-19 19:54:38, matching_agentidentity id MBR-020334, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400860
- Record linked automatically504ca293cf2026-10-19 19:52:09, matching_agentidentity id MBR-020334, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400860
- Record linked automatically80c977c1002026-10-19 19:45:42, matching_agentidentity id MBR-020334, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400860
- Record linked automatically1c93b1ad232026-10-19 19:32:31, matching_agentidentity id MBR-020334, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400860
- Record linked automatically00d2800eec2026-10-19 19:31:28, scoring_agentidentity id MBR-015253, confidence 1, method probabilistic, matched record TPA-50368, policy version 1