Record, CLM, bronze and silver
CLM-427894
Received 2026-07-04T12:10:06Z, line 49,796 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 | Knight, Aaron | Aaron | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Knight | Changed |
| Date of birth | 1983-07-13 | 1983-07-13 | Unchanged |
| Gender | ·Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-4566 | •••-••-4566 | Unchanged |
| Phone | - | — | Cleared |
| — | — | Unchanged | |
| Address | 8293 SPRING ST | 8293 Spring St | Changed |
| City | Nashville | Nashville | Unchanged |
| State | TN | TN | Unchanged |
| ZIP | 37219 | 37219 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.54
- Name key
- aaron|knight
- Address key
- 8293|spring|37219
- Canonical first
- aaron
Quality flags
5 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-427895 | 1.00 | Scored | — | Auto-linked |
| CLM-427896 | 1.00 | Scored | — | Auto-linked |
| TPA-62325 | 1.00 | Scored | — | 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 TPA-62325
| 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 automatically22ec8a6f512026-10-22 12:43:55, scoring_agentidentity id MBR-034939, confidence 1, method probabilistic, matched record TPA-62325, policy version 1
- Record linked automatically534553e03f2026-10-19 19:54:39, scoring_agentidentity id MBR-034939, confidence 1, method probabilistic, matched record TPA-62325, policy version 1
- Record linked automaticallyd806b743dd2026-10-19 19:52:09, scoring_agentidentity id MBR-034939, confidence 1, method probabilistic, matched record TPA-62325, policy version 1
- Record linked automaticallyc889faaa322026-10-19 19:45:42, scoring_agentidentity id MBR-034939, confidence 1, method probabilistic, matched record TPA-62325, policy version 1
- Record linked automatically2f72d9aa542026-10-19 19:32:31, scoring_agentidentity id MBR-034939, confidence 1, method probabilistic, matched record TPA-62325, policy version 1
- Record linked automatically743416cae72026-10-19 19:31:28, scoring_agentidentity id MBR-021651, confidence 1, method probabilistic, matched record CLM-427895, policy version 1