Record, CLM , bronze and silver
CLM-413025
Received 2026-10-01T04:30:41Z, line 48,363 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 | Gardner, Kayla | Kayla | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Gardner | Changed |
| Date of birth | 02/13/47 | 1947-02-13 | Parsed |
| Gender | UNKNOWN | — | Cleared |
| Member ID | ·UHC8772837 | UHC-87728-37 | Parsed |
| SSN | •••-••-7184 | •••-••-7184 | Unchanged |
| Phone | N/A | — | Cleared |
| null | — | Cleared | |
| Address | 9879 Elm Street | 9879 Elm St | Changed |
| City | Jacksonville | Jacksonville | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32278 | 32278 | Unchanged |
| Group | GRP-9682 | GRP-9682 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.50
- Name key
- kayla|gardner
- Address key
- 9879|elm|32278
- Canonical first
- kayla
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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 |
|---|---|---|---|---|
| CLM-413024 | 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-413024
| 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 automaticallyab89198cfc2026-10-19 19:54:38, matching_agentidentity id MBR-011760, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413024
- Record linked automatically2a2d18f72e2026-10-19 19:52:09, matching_agentidentity id MBR-011760, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413024
- Record linked automatically4d2d52c5852026-10-19 19:45:42, matching_agentidentity id MBR-011760, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413024
- Record linked automatically0b10c0fc6d2026-10-19 19:32:31, matching_agentidentity id MBR-011760, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-413024
- Record linked automatically0b54da6af12026-10-19 19:31:28, scoring_agentidentity id MBR-016624, confidence 0.993, method probabilistic, matched record ENR-117215, policy version 1