Record, CLM, bronze and silver
CLM-410369
Received 2026-07-19T01:03:32Z, line 37,940 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 | Laron | Laron | Unchanged |
| Date of birth | 1995-06-15 | 1995-06-15 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-6839 | •••-••-6839 | Parsed |
| Phone | 4393493046 | 4393493046 | Unchanged |
| null | — | Cleared | |
| Address | 7090 Union Street | 7090 Union St | Changed |
| City | Minneapolis | Minneapolis | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55418 | 55418 | Unchanged |
| Group | - | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.66
- Name key
- aaron|laron
- Address key
- 7090|union|55418
- Canonical first
- aaron
Quality flags
5 raised during normalisation
- 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
- 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-410368 | 0.99 | Scored | — | Auto-linked |
| ENR-113636 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-014413
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Aaron Larson, 1995-06-15, 4 records, Verified
Evidence
Matched against CLM-410368
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyb6cb2453d72026-10-22 12:43:54, scoring_agentidentity id MBR-014413, confidence 0.993, method probabilistic, matched record CLM-410368, policy version 1
- Record linked automatically9b9f06b2882026-10-19 19:54:38, scoring_agentidentity id MBR-014413, confidence 0.993, method probabilistic, matched record CLM-410368, policy version 1
- Record linked automaticallya4931aaa682026-10-19 19:52:09, scoring_agentidentity id MBR-014413, confidence 0.993, method probabilistic, matched record CLM-410368, policy version 1
- Record linked automaticallyd3419f16522026-10-19 19:45:42, scoring_agentidentity id MBR-014413, confidence 0.993, method probabilistic, matched record CLM-410368, policy version 1
- Record linked automaticallyfa8812f8402026-10-19 19:32:31, scoring_agentidentity id MBR-014413, confidence 0.993, method probabilistic, matched record CLM-410368, policy version 1