Record, CLM , bronze and silver
CLM-430558
Received 2026-08-10T16:32:56Z, line 65,473 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | VALENTINA | Valentina | Changed |
| Middle | — | — | Unchanged |
| Last name | JOHSTON | Johston | Changed |
| Date of birth | 1981-12-19 | 1981-12-19 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-8217 | •••-••-8217 | Unchanged |
| Phone | 466-543-1792 | 4665431792 | Parsed |
| NULL | — | Cleared | |
| Address | 8285 Apache Boulevard | 8285 Apache Blvd | Changed |
| City | DALLAS | Dallas | Changed |
| State | TX | TX | Unchanged |
| ZIP | 75245-9573 | 75245 | Changed |
| Group | GRP-6440 | GRP-6440 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.48
- Name key
- valentina|johston
- Address key
- 8285|apache|75245
- Canonical first
- valentina
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-140124 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-029935
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Valentina Johnston, 1981-12-19, 3 records, Verified
Evidence
Matched against ENR-140124
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.94 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically03213067ab2026-10-22 12:43:54, matching_agentidentity id MBR-029935, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-140124
- Record linked automaticallyd1638fac9f2026-10-19 19:54:38, matching_agentidentity id MBR-029935, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-140124
- Record linked automaticallyfb7a9bb09b2026-10-19 19:52:09, matching_agentidentity id MBR-029935, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-140124
- Record linked automatically01a68ab53c2026-10-19 19:45:42, matching_agentidentity id MBR-029935, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-140124
- Record linked automatically0932836b382026-10-19 19:32:31, matching_agentidentity id MBR-029935, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-140124
- Record linked automatically0e2bbf4a742026-10-19 19:31:28, matching_agentidentity id MBR-017755, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-140326