Record, CLM, bronze and silver
CLM-427895
Received 2026-09-03T12:22:51Z, line 6,518 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 | Changed |
| Middle | — | — | Unchanged |
| Last name | KNIGHT | Knight | Changed |
| Date of birth | 1983-07-13 | 1983-07-13 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-95721-09 | UHC-95721-09 | Unchanged |
| SSN | - | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 8293 SPRING STREET | 8293 Spring St | Changed |
| City | Nashville | Nashville | Unchanged |
| State | TN | TN | Unchanged |
| ZIP | 37219 | 37219 | Unchanged |
| Group | GRP-2556 | GRP-2556 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.80
- Name key
- aaron|knight
- Address key
- 8293|spring|37219
- Canonical first
- aaron
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- 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 |
| CLM-427896 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-62325 | 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 automatically9b1e8972382026-10-22 12:43:55, scoring_agentidentity id MBR-034939, confidence 1, method probabilistic, matched record CLM-427894, policy version 1
- Record linked automatically91f47273222026-10-19 19:54:39, scoring_agentidentity id MBR-034939, confidence 1, method probabilistic, matched record CLM-427894, policy version 1
- Record linked automaticallyc154b960f52026-10-19 19:52:09, scoring_agentidentity id MBR-034939, confidence 1, method probabilistic, matched record CLM-427894, policy version 1
- Record linked automaticallyb1095754992026-10-19 19:45:42, scoring_agentidentity id MBR-034939, confidence 1, method probabilistic, matched record CLM-427894, policy version 1
- Record linked automatically6961eab3052026-10-19 19:32:31, scoring_agentidentity id MBR-034939, confidence 1, method probabilistic, matched record CLM-427894, policy version 1
- Record linked automaticallyb09e99bbcd2026-10-19 19:31:28, scoring_agentidentity id MBR-021651, confidence 1, method probabilistic, matched record CLM-427894, policy version 1