Record, CLM, bronze and silver
CLM-403767
Received 2026-09-10T20:31:15Z, line 66,450 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 | Kelly | Kelly | Unchanged |
| Middle | Z | Z | Unchanged |
| Last name | Munoz | Munoz | Unchanged |
| Date of birth | 09/17/1944 | 1944-09-17 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | UHC-78676-71 | UHC-78676-71 | Unchanged |
| SSN | •••-••-8343 | •••-••-8343 | Unchanged |
| Phone | (731) 764-2615 | 7317642615 | Parsed |
| KELLY.MUNOZ@ICLOUD.COM | kelly.munoz@icloud.com | Changed | |
| Address | 8886 Central Ave | 8886 Central Ave | Unchanged |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75066·· | 75066 | Changed |
| Group | null | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.90
- Name key
- kelly|munoz
- Address key
- 8886|central|75066
- Canonical first
- kelly
Quality flags
5 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
- Email lower-casedEmail lower-cased
- 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-403766 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-104883 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-025933
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Kelly Munoz, 1944-09-17, 3 records, Verified
Evidence
Matched against CLM-403766
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically36363c232c2026-10-22 12:43:54, matching_agentidentity id MBR-025933, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403766
- Record linked automaticallyecc22314b02026-10-19 19:54:38, matching_agentidentity id MBR-025933, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403766
- Record linked automaticallyb6a8fb37a12026-10-19 19:52:09, matching_agentidentity id MBR-025933, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403766
- Record linked automatically21f2ab65532026-10-19 19:45:42, matching_agentidentity id MBR-025933, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403766
- Record linked automatically25083484fd2026-10-19 19:32:31, matching_agentidentity id MBR-025933, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403766
- Record linked automaticallycfef57db852026-10-19 19:31:28, scoring_agentidentity id MBR-017494, confidence 1, method probabilistic, matched record CLM-403764, policy version 1