Record, CLM, bronze and silver
CLM-421752
Received 2026-08-20T16:16:42Z, line 7,930 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 | linda | Linda | Changed |
| Middle | T·· | T | Changed |
| Last name | johnon | Johnon | Changed |
| Date of birth | UNKNOWN | — | Cleared |
| Gender | M | M | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | (878) 724-5719 | 8787245719 | Parsed |
| NULL | — | Cleared | |
| Address | 3980 Baseline Road | 3980 Baseline Rd | Changed |
| City | Columbus | Columbus | Unchanged |
| State | OH | OH | Unchanged |
| ZIP | 43215 | 43215 | Unchanged |
| Group | GRP-6065 | GRP-6065 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.64
- Name key
- linda|johnon
- Address key
- 3980|baseline|43215
- Canonical first
- linda
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth missingDate of birth absent or a null token; left empty
- 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
- 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 |
|---|---|---|---|---|
| TPA-59557 | 0.99 | Scored | — | Auto-linked |
| ENR-128478 | 0.90 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-032292
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Linda Johnson, 1994-09-18, 4 records, Verified
Evidence
Matched against TPA-59557
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyb76bbe24cb2026-10-19 19:54:38, scoring_agentidentity id MBR-032292, confidence 0.992, method probabilistic, matched record TPA-59557, policy version 1
- Record linked automatically40207046f42026-10-19 19:52:09, scoring_agentidentity id MBR-032292, confidence 0.992, method probabilistic, matched record TPA-59557, policy version 1
- Record linked automaticallya28b25909b2026-10-19 19:45:42, scoring_agentidentity id MBR-032292, confidence 0.992, method probabilistic, matched record TPA-59557, policy version 1
- Record linked automatically5480492bd62026-10-19 19:32:31, scoring_agentidentity id MBR-032292, confidence 0.992, method probabilistic, matched record TPA-59557, policy version 1
- Record linked automaticallyded5ca18da2026-10-19 19:31:28, matching_agentidentity id MBR-013989, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421754