Record, CLM, bronze and silver
CLM-416531
Received 2026-07-01T00:45:18Z, line 95,010 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 | FRANCES | Frances | Changed |
| Middle | — | — | Unchanged |
| Last name | BLACK | Black | Changed |
| Date of birth | 1973-01-08 | 1973-01-08 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-3697 | •••-••-3697 | Parsed |
| Phone | 7653643713 | 7653643713 | Unchanged |
| — | — | Unchanged | |
| Address | 8621 CAMELBACK ROAD | 8621 Camelback Rd | Changed |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75028 | 75028 | Unchanged |
| Group | GRP-1240 | GRP-1240 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.52
- Name key
- frances|black
- Address key
- 8621|camelback|75028
- Canonical first
- frances
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- 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
- 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 |
|---|---|---|---|---|
| PRV-24902 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-121715 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-416532 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010642
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Frances Black, 1973-01-08, 4 records, Verified
Evidence
Matched against ENR-121715
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automaticallyd548a0c8362026-10-22 12:43:54, matching_agentidentity id MBR-010642, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-121715
- Record linked automatically0dd8bd26912026-10-19 19:54:38, matching_agentidentity id MBR-010642, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-121715
- Record linked automatically3096e4cbc32026-10-19 19:52:09, matching_agentidentity id MBR-010642, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-121715
- Record linked automatically7550510b1a2026-10-19 19:45:42, matching_agentidentity id MBR-010642, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-121715
- Record linked automatically781f2f3d3c2026-10-19 19:32:31, matching_agentidentity id MBR-010642, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-121715
- Record linked automatically68283a11e22026-10-19 19:31:28, matching_agentidentity id MBR-027738, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121644