Record, CLM, bronze and silver
CLM-430322
Received 2026-03-20T15:53:12Z, line 89,973 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 | Amber | Amber | Unchanged |
| Middle | — | — | Unchanged |
| Last name | McDonald | McDonald | Unchanged |
| Date of birth | Jan 6, 1956 | 1956-01-06 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | ···· | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 17746687557 | 7746687557 | Parsed |
| amber.mcdonald@gmail.com | amber.mcdonald@gmail.com | Unchanged | |
| Address | 3030 Spring Street | 3030 Spring St | Changed |
| City | TUCSON | Tucson | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85763 | 85763 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.76
- Name key
- amber|mcdonald
- Address key
- 3030|spring|85763
- Canonical first
- amber
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
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-430324 | 1.00 | Scored | — | Auto-linked |
| ENR-139813 | 1.00 | Scored | — | Auto-linked |
| ENR-139812 | 1.00 | Scored | — | Auto-linked |
| CLM-430325 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-018319
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Amber McDonald, 1956-01-06, 5 records, Verified
Evidence
Matched against ENR-139812
| 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 automatically0ccbe33aa62026-10-22 12:43:54, scoring_agentidentity id MBR-018319, confidence 1, method probabilistic, matched record ENR-139812, policy version 1
- Record linked automaticallye4b292ee822026-10-19 19:54:38, scoring_agentidentity id MBR-018319, confidence 1, method probabilistic, matched record ENR-139812, policy version 1
- Record linked automatically6b5d0437e32026-10-19 19:52:09, scoring_agentidentity id MBR-018319, confidence 1, method probabilistic, matched record ENR-139812, policy version 1
- Record linked automatically604564b7252026-10-19 19:45:42, scoring_agentidentity id MBR-018319, confidence 1, method probabilistic, matched record ENR-139812, policy version 1
- Record linked automaticallye97995fd322026-10-19 19:32:31, scoring_agentidentity id MBR-018319, confidence 1, method probabilistic, matched record ENR-139812, policy version 1
- Record linked automaticallyc2e6d39d232026-10-19 19:31:28, scoring_agentidentity id MBR-016943, confidence 0.925, method probabilistic, matched record CLM-430324, policy version 1