Record, CLM, bronze and silver
CLM-427896
Received 2026-10-11T11:52:35Z, line 1,824 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Aaron | Aaron | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Knight | Knight | Unchanged |
| Date of birth | 07/13/83 | 1983-07-13 | Parsed |
| Gender | ·F | F | Parsed |
| Member ID | UHC-95721-09 | UHC-95721-09 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | ·(524) 622-7655 | 5246227655 | Parsed |
| — | — | Unchanged | |
| Address | 8293 SPRING ST·· | 8293 Spring St | Changed |
| City | NASHVILLE | Nashville | Changed |
| State | TN | TN | Unchanged |
| ZIP | 37219 | 37219 | Unchanged |
| Group | GRP-2556 | GRP-2556 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.62
- Name key
- aaron|knight
- Address key
- 8293|spring|37219
- Canonical first
- aaron
Quality flags
7 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- City re-casedCity re-cased to Title Case
- 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-427894 | 1.00 | Scored | — | Auto-linked |
| TPA-62325 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-427895 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-034939
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Aaron Knight, 1983-07-13, 4 records, Verified
Evidence
Matched against CLM-427894
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically83bd51f7122026-10-22 12:43:55, scoring_agentidentity id MBR-034939, confidence 1, method probabilistic, matched record CLM-427894, policy version 1
- Record linked automaticallyc25d193e2f2026-10-19 19:54:39, scoring_agentidentity id MBR-034939, confidence 1, method probabilistic, matched record CLM-427894, policy version 1
- Record linked automatically4075f4ea852026-10-19 19:52:09, scoring_agentidentity id MBR-034939, confidence 1, method probabilistic, matched record CLM-427894, policy version 1
- Record linked automatically50b548f6172026-10-19 19:45:42, scoring_agentidentity id MBR-034939, confidence 1, method probabilistic, matched record CLM-427894, policy version 1
- Record linked automatically687197f3372026-10-19 19:32:31, scoring_agentidentity id MBR-034939, confidence 1, method probabilistic, matched record CLM-427894, policy version 1
- Record linked automatically644d26f61a2026-10-19 19:31:28, scoring_agentidentity id MBR-032916, confidence 1, method probabilistic, matched record ENR-136886, policy version 1