Record, CLM, bronze and silver
CLM-401201
Received 2026-08-23T16:23:22Z, line 12,058 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 | SANDRA | Sandra | Changed |
| Middle | Z | Z | Unchanged |
| Last name | GEORGE | George | Changed |
| Date of birth | Jul 26, 1939 | 1939-07-26 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | 639-666-7723 | 6396667723 | Parsed |
| — | — | Unchanged | |
| Address | 7414 Cedar Lane | 7414 Cedar Ln | Changed |
| City | CHANDLER | Chandler | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85287 | 85287 | Unchanged |
| Group | GRP-8840 | GRP-8840 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.74
- Name key
- sandra|george
- Address key
- 7414|cedar|85287
- Canonical first
- sandra
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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 |
|---|---|---|---|---|
| ENR-101548 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-027163
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sandra George, 1939-07-26, 2 records, Verified
Evidence
Matched against ENR-101548
| 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 automaticallye7536020552026-10-22 12:43:54, scoring_agentidentity id MBR-027163, confidence 1, method probabilistic, matched record ENR-101548, policy version 1
- Record linked automatically9e9becaf4a2026-10-19 19:54:38, scoring_agentidentity id MBR-027163, confidence 1, method probabilistic, matched record ENR-101548, policy version 1
- Record linked automatically94405d897a2026-10-19 19:52:09, scoring_agentidentity id MBR-027163, confidence 1, method probabilistic, matched record ENR-101548, policy version 1
- Record linked automatically397a12cce52026-10-19 19:45:42, scoring_agentidentity id MBR-027163, confidence 1, method probabilistic, matched record ENR-101548, policy version 1
- Record linked automatically2c4284d4782026-10-19 19:32:31, scoring_agentidentity id MBR-027163, confidence 1, method probabilistic, matched record ENR-101548, policy version 1
- Record linked automatically770612b1562026-10-19 19:31:28, matching_agentidentity id MBR-016718, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101640