Record, CLM, bronze and silver
CLM-418039
Received 2026-02-25T18:04:30Z, line 37,504 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | SOFIA | Sofia | Changed |
| Middle | — | — | Unchanged |
| Last name | RICHARDS | Richards | Changed |
| Date of birth | 1987-11-21 | 1987-11-21 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-8291 | •••-••-8291 | Unchanged |
| Phone | N/A | — | Cleared |
| N/A | — | Cleared | |
| Address | 2580 DESERT SKY BLVD | 2580 Desert Sky Blvd | Changed |
| City | PLANO | Plano | Changed |
| State | ·TX | TX | Changed |
| ZIP | 75020 | 75020 | Unchanged |
| Group | GRP-8083 | GRP-8083 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.76
- Name key
- sofia|richards
- Address key
- 2580|desert sky|75020
- Canonical first
- sofia
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- 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-57970 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-015835
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Sofia Richards, 1987-11-21, 2 records, Verified
Evidence
Matched against TPA-57970
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically561445bed92026-10-22 12:43:54, matching_agentidentity id MBR-015835, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-57970
- Record linked automatically70d38c8f2c2026-10-19 19:54:38, matching_agentidentity id MBR-015835, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-57970
- Record linked automatically4031415b682026-10-19 19:52:09, matching_agentidentity id MBR-015835, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-57970
- Record linked automatically7f7d7c59892026-10-19 19:45:42, matching_agentidentity id MBR-015835, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-57970
- Record linked automatically6722a5d13e2026-10-19 19:32:31, matching_agentidentity id MBR-015835, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-57970
- Record linked automaticallydeb0441b6f2026-10-19 19:31:28, scoring_agentidentity id MBR-022133, confidence 1, method probabilistic, matched record CLM-418041, policy version 1