Record, CLM, bronze and silver
CLM-408559
Received 2026-07-04T00:56:04Z, line 19,290 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 | Cynthia | Cynthia | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Chen·· | Chen | Changed |
| Date of birth | 20080308 | 2008-03-08 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-28065-94 | UHC-28065-94 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | +1 430 976 2568 | 4309762568 | Parsed |
| NULL | — | Cleared | |
| Address | 7374 Lake View Rd·· | 7374 Lake View Rd | Changed |
| City | Charlotte | Charlotte | Unchanged |
| State | NC | NC | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-3838 | GRP-3838 | Unchanged |
| Plan | UNKNOWN·· | — | Cleared |
- Quality score
- 0.78
- Name key
- cynthia|chen
- Address key
- 7374|lake view|charlotte
- Canonical first
- cynthia
Quality flags
5 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| CLM-408560 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-408561 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-53769 | 0.93 | Scored | — | Auto-linked |
| PRV-22535 | 0.91 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008758
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Cynthia Chen, 2008-03-08, 5 records, Verified
Evidence
Matched against CLM-408560
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically2ff79938f12026-10-19 19:54:38, matching_agentidentity id MBR-008758, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-408560
- Record linked automaticallyab278e176e2026-10-19 19:52:09, matching_agentidentity id MBR-008758, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-408560
- Record linked automaticallyb2e812a6f62026-10-19 19:45:42, matching_agentidentity id MBR-008758, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-408560
- Record linked automatically8842c69fb02026-10-19 19:32:31, matching_agentidentity id MBR-008758, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-408560
- Record linked automaticallyb70b7a75dd2026-10-19 19:31:28, matching_agentidentity id MBR-036487, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111272