Record, CLM, bronze and silver
CLM-421753
Received 2026-05-25T21:23:11Z, line 6,323 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 | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Johnson | Johnson | Unchanged |
| Date of birth | 1994-09-18 | 1994-09-18 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | ···· | — | Unchanged |
| SSN | null | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| LINDA.JOHNSON@YAHOO.COM | linda.johnson@yahoo.com | Changed | |
| Address | 3980 Baseline Road | 3980 Baseline Rd | Changed |
| City | Columbus·· | Columbus | Changed |
| State | OH | OH | Unchanged |
| ZIP | 43215 | 43215 | Unchanged |
| Group | GRP-6065 | GRP-6065 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.64
- Name key
- linda|johnson
- Address key
- 3980|baseline|43215
- Canonical first
- linda
Quality flags
6 raised during normalisation
- 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
- Email lower-casedEmail lower-cased
- 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 |
|---|---|---|---|---|
| TPA-59557 | 1.00 | Scored | — | Auto-linked |
| ENR-128478 | 0.94 | Scored | — | Auto-linked |
| CLM-421754 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-032292
- Method
- Scored
- Confidence
- 1.00
- 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 | 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 automaticallyf3ba34e5112026-10-19 19:54:38, scoring_agentidentity id MBR-032292, confidence 1, method probabilistic, matched record TPA-59557, policy version 1
- Record linked automatically0105cfb2f22026-10-19 19:52:09, scoring_agentidentity id MBR-032292, confidence 1, method probabilistic, matched record TPA-59557, policy version 1
- Record linked automaticallyb14d7b687b2026-10-19 19:45:42, scoring_agentidentity id MBR-032292, confidence 1, method probabilistic, matched record TPA-59557, policy version 1
- Record linked automatically1b85028e032026-10-19 19:32:31, scoring_agentidentity id MBR-032292, confidence 1, method probabilistic, matched record TPA-59557, policy version 1
- Record linked automatically99b311a5822026-10-19 19:31:28, matching_agentidentity id MBR-013989, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421754