Record, CLM , bronze and silver
CLM-413024
Received 2026-02-14T02:03:56Z, line 81,803 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | kayla | Kayla | Changed |
| Middle | — | — | Unchanged |
| Last name | gardner | Gardner | Changed |
| Date of birth | Feb 13, 1947 | 1947-02-13 | Parsed |
| Gender | ···· | — | Unchanged |
| Member ID | uhc-87728-37 | UHC-87728-37 | Parsed |
| SSN | •••-••-7184 | •••-••-7184 | Unchanged |
| Phone | 863-596-7809 | 8635967809 | Parsed |
| — | — | Unchanged | |
| Address | 9879 Elm St | 9879 Elm St | Unchanged |
| City | JACKSONVILLE·· | Jacksonville | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32278 | 32278 | Unchanged |
| Group | GRP-9682 | GRP-9682 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.88
- Name key
- kayla|gardner
- Address key
- 9879|elm|32278
- Canonical first
- kayla
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- City re-casedCity re-cased to Title Case
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-413025 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-117090 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-011760
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Kayla Gardner, 1947-02-13, 3 records, Verified
Evidence
Matched against CLM-413025
| 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
5 hash-chained entries for this record
- Record linked automatically39c4170cd92026-10-19 19:54:38, matching_agentidentity id MBR-011760, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413025
- Record linked automatically588669490f2026-10-19 19:52:09, matching_agentidentity id MBR-011760, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413025
- Record linked automaticallya13b7e66262026-10-19 19:45:42, matching_agentidentity id MBR-011760, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413025
- Record linked automatically9a14e65e412026-10-19 19:32:31, matching_agentidentity id MBR-011760, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413025
- Record linked automaticallyc38b6f62b22026-10-19 19:31:28, scoring_agentidentity id MBR-018316, confidence 0.995, method probabilistic, matched record CLM-413023, policy version 1