Record, CLM, bronze and silver
CLM-428681
Received 2026-03-08T10:34:47Z , line 41,557 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 | Lori | Lori | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Frnaklin | Frnaklin | Unchanged |
| Date of birth | 1982-04-15 | 1982-04-15 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-98775-39 | UHC-98775-39 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 276.427.0045 | 2764270045 | Parsed |
| lori.franklin@icloud.com | lori.franklin@icloud.com | Unchanged | |
| Address | N/A | — | Cleared |
| City | — | — | Unchanged |
| State | UNKNOWN | — | Cleared |
| ZIP | N/A | — | Cleared |
| Group | GRP-0309 | GRP-0309 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.96
- Name key
- lori|frnaklin
- Address key
- —
- Canonical first
- lori
Quality flags
2 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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 |
|---|---|---|---|---|
| CLM-428680 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-62686 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-018271
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Lori Franklin, 1982-04-15, 3 records, Verified
Evidence
Matched against CLM-428680
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
6 hash-chained entries for this record
- Record linked automatically784fbb320c2026-10-22 12:43:54, matching_agentidentity id MBR-018271, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428680
- Record linked automaticallydff824b6412026-10-19 19:54:38, matching_agentidentity id MBR-018271, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428680
- Record linked automaticallye6cc53760a2026-10-19 19:52:09, matching_agentidentity id MBR-018271, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428680
- Record linked automatically1e8a5ca5e02026-10-19 19:45:42, matching_agentidentity id MBR-018271, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428680
- Record linked automaticallybcb5d2a1702026-10-19 19:32:31, matching_agentidentity id MBR-018271, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428680
- Record linked automaticallycb9203e8582026-10-19 19:31:28, scoring_agentidentity id MBR-002192, confidence 1, method probabilistic, matched record ENR-137887, policy version 1