Record, CLM, bronze and silver
CLM-422070
Received 2026-07-25T03:58:50Z, line 46,247 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 | Fatima | Fatima | Unchanged |
| Middle | ···· | — | Unchanged |
| Last name | Thomas | Thomas | Unchanged |
| Date of birth | 1960-03-25 | 1960-03-25 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | - | — | Cleared |
| Phone | 477-652-9298 | 4776529298 | Parsed |
| N/A | — | Cleared | |
| Address | 9534 SAGE COURT | 9534 Sage Ct | Changed |
| City | SCOTTSDALE | Scottsdale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | ·85229 | 85229 | Changed |
| Group | N/A | — | Cleared |
| Plan | NULL·· | — | Cleared |
- Quality score
- 0.62
- Name key
- fatima|thomas
- Address key
- 9534|sage|85229
- Canonical first
- fatima
Quality flags
7 raised during normalisation
- 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
- 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-422069 | 1.00 | Scored | — | Auto-linked |
| CLM-422068 | 1.00 | Scored | — | Auto-linked |
| ENR-128899 | 0.90 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-022437
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Fatima Thomas, 1960-03-25, 4 records, Verified
Evidence
Matched against CLM-422069
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallycfa79a85e02026-10-22 12:43:54, scoring_agentidentity id MBR-022437, confidence 1, method probabilistic, matched record CLM-422069, policy version 1
- Record linked automatically1afe0bd3f32026-10-19 19:54:38, scoring_agentidentity id MBR-022437, confidence 1, method probabilistic, matched record CLM-422069, policy version 1
- Record linked automatically5c843903622026-10-19 19:52:09, scoring_agentidentity id MBR-022437, confidence 1, method probabilistic, matched record CLM-422069, policy version 1
- Record linked automatically3b5d78c8882026-10-19 19:45:42, scoring_agentidentity id MBR-022437, confidence 1, method probabilistic, matched record CLM-422069, policy version 1
- Record linked automatically378185ee7c2026-10-19 19:32:31, scoring_agentidentity id MBR-022437, confidence 1, method probabilistic, matched record CLM-422069, policy version 1
- Record linked automatically20d7b4a1d22026-10-19 19:31:28, scoring_agentidentity id MBR-020877, confidence 1, method probabilistic, matched record TPA-59662, policy version 1