Record, CLM, bronze and silver
CLM-409725
Received 2026-07-17T22:36:25Z, line 31,856 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 | LAWRENCE | Lawrence | Changed |
| Middle | — | — | Unchanged |
| Last name | BANKS·· | Banks | Changed |
| Date of birth | 1978-09-08 | 1978-09-08 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | - | — | Cleared |
| Phone | 5354229068 | 5354229068 | Unchanged |
| LAWRENCE.BANKS@YAHOO.COM | lawrence.banks@yahoo.com | Changed | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | NULL | — | Cleared |
| ZIP | NULL | — | Cleared |
| Group | GRP-5283 | GRP-5283 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.92
- Name key
- lawrence|banks
- Address key
- —
- Canonical first
- lawrence
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Email lower-casedEmail lower-cased
- 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-54218 | 1.00 | Scored | — | Auto-linked |
| ENR-112780 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-018286
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lawrence Banks, 1978-09-08, 3 records, Verified
Evidence
Matched against TPA-54218
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically29673dd8222026-10-22 12:43:54, scoring_agentidentity id MBR-018286, confidence 1, method probabilistic, matched record TPA-54218, policy version 1
- Record linked automatically7f6f451da62026-10-19 19:54:38, scoring_agentidentity id MBR-018286, confidence 1, method probabilistic, matched record TPA-54218, policy version 1
- Record linked automatically6cb6c41d102026-10-19 19:52:09, scoring_agentidentity id MBR-018286, confidence 1, method probabilistic, matched record TPA-54218, policy version 1
- Record linked automaticallyfe1eeb2e972026-10-19 19:45:42, scoring_agentidentity id MBR-018286, confidence 1, method probabilistic, matched record TPA-54218, policy version 1
- Record linked automaticallye3b74d29922026-10-19 19:32:31, scoring_agentidentity id MBR-018286, confidence 1, method probabilistic, matched record TPA-54218, policy version 1
- Record linked automaticallybdd98b63662026-10-19 19:31:28, scoring_agentidentity id MBR-003829, confidence 1, method probabilistic, matched record ENR-112835, policy version 1