Record, CLM, bronze and silver
CLM-420753
Received 2026-10-05T22:01:11Z, line 56,095 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 | Mariana | Mariana | Unchanged |
| Middle | I | I | Unchanged |
| Last name | Arnold | Arnold | Unchanged |
| Date of birth | 7/7/1967 | 1967-07-07 | Parsed |
| Gender | N/A | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | •••-••-7932 | •••-••-7932 | Unchanged |
| Phone | 791.407.4240 | 7914074240 | Parsed |
| mariana.arnold65@hotmail.com | mariana.arnold65@hotmail.com | Unchanged | |
| Address | 495 Meadow Lane | 495 Meadow Ln | Changed |
| City | AUSTIN | Austin | Changed |
| State | TX | TX | Unchanged |
| ZIP | 78761 | 78761 | Unchanged |
| Group | GRP-9404 | GRP-9404 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- mariana|arnold
- Address key
- 495|meadow|78761
- Canonical first
- mariana
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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-420752 | 1.00 | Scored | — | Auto-linked |
| ENR-127285 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-015247
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Mariana Arnold, 1967-07-07, 3 records, Verified
Evidence
Matched against CLM-420752
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically5b032bc2e52026-10-19 19:54:38, scoring_agentidentity id MBR-015247, confidence 1, method probabilistic, matched record CLM-420752, policy version 1
- Record linked automaticallyaf8d40c8ca2026-10-19 19:52:09, scoring_agentidentity id MBR-015247, confidence 1, method probabilistic, matched record CLM-420752, policy version 1
- Record linked automatically2789feb1d52026-10-19 19:45:42, scoring_agentidentity id MBR-015247, confidence 1, method probabilistic, matched record CLM-420752, policy version 1
- Record linked automatically8ed5838c8a2026-10-19 19:32:31, scoring_agentidentity id MBR-015247, confidence 1, method probabilistic, matched record CLM-420752, policy version 1
- Record linked automatically4b357d5ff12026-10-19 19:31:28, matching_agentidentity id MBR-035042, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127256