Record, CLM, bronze and silver
CLM-428699
Received 2026-10-15T22:27:25Z, line 73,073 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 | BOBBY | Bobby | Changed |
| Middle | — | — | Unchanged |
| Last name | THOMAS | Thomas | Changed |
| Date of birth | 1951-10-17 | 1951-10-17 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-9715 | •••-••-9715 | Unchanged |
| Phone | 4294022 | — | Cleared |
| null | — | Cleared | |
| Address | 8893 Baseline Rd | 8893 Baseline Rd | Unchanged |
| City | Minneapolis·· | Minneapolis | Changed |
| State | MN | MN | Unchanged |
| ZIP | 55437 | 55437 | Unchanged |
| Group | GRP-6038 | GRP-6038 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.80
- Name key
- robert|thomas
- Address key
- 8893|baseline|55437
- Canonical first
- robert
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone missing area codePhone had only seven digits (no area code); cleared
- 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 |
|---|---|---|---|---|
| ENR-137646 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-137645 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-035999
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Bobby Thomas, 1951-10-17, 3 records, Verified
Evidence
Matched against ENR-137646
| 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
5 hash-chained entries for this record
- Record linked automatically974c1c47332026-10-19 19:54:39, matching_agentidentity id MBR-035999, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-137646
- Record linked automatically5bdc7651e62026-10-19 19:52:09, matching_agentidentity id MBR-035999, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-137646
- Record linked automaticallyaf98c0de392026-10-19 19:45:42, matching_agentidentity id MBR-035999, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-137646
- Record linked automatically8c7f2f56012026-10-19 19:32:31, matching_agentidentity id MBR-035999, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-137646
- Record linked automatically6a7e79bb552026-10-19 19:31:28, scoring_agentidentity id MBR-012376, confidence 1, method probabilistic, matched record ENR-137907, policy version 1