Record, CLM, bronze and silver
CLM-431656
Received 2026-06-05T02:03:20Z, line 83,517 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 | Karen | Karen | Unchanged |
| Middle | Y | Y | Unchanged |
| Last name | Duncan | Duncan | Unchanged |
| Date of birth | 1956-07-14 | 1956-07-14 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-8344 | •••-••-8344 | Unchanged |
| Phone | 17963624652 | 7963624652 | Parsed |
| NULL | — | Cleared | |
| Address | 23 Lincoln Way | 23 Lincoln Way | Unchanged |
| City | Gilbert | Gilbert | Unchanged |
| State | ·AZ | AZ | Changed |
| ZIP | 85264 | 85264 | Unchanged |
| Group | - | — | Cleared |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.94
- Name key
- karen|duncan
- Address key
- 23|lincoln|85264
- Canonical first
- karen
Quality flags
3 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-141551 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-033655
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Karen Duncan, 1956-07-14, 2 records, Verified
Evidence
Matched against ENR-141551
| 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 automaticallyd4d7359d9a2026-10-22 12:43:55, matching_agentidentity id MBR-033655, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-141551
- Record linked automaticallyb9a35f064c2026-10-19 19:54:38, matching_agentidentity id MBR-033655, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-141551
- Record linked automatically3fabb0eb472026-10-19 19:52:09, matching_agentidentity id MBR-033655, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-141551
- Record linked automaticallya73e06946e2026-10-19 19:45:42, matching_agentidentity id MBR-033655, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-141551
- Record linked automatically33c908d8402026-10-19 19:32:31, matching_agentidentity id MBR-033655, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-141551
- Record linked automatically9b0edba4792026-10-19 19:31:28, scoring_agentidentity id MBR-018574, confidence 1, method probabilistic, matched record TPA-63876, policy version 1