Record, CLM, bronze and silver
CLM-404930
Received 2026-09-29T14:33:38Z, line 65,326 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 | Changed |
| Middle | — | — | Unchanged |
| Last name | CHAPMAN | Chapman | Changed |
| Date of birth | 19780502 | 1978-05-02 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-75673-50 | UHC-75673-50 | Unchanged |
| SSN | •••-••-9804 | •••-••-9804 | Parsed |
| Phone | 390-644-7278 | 3906447278 | Parsed |
| cynthia.chapman66@aol.com | cynthia.chapman66@aol.com | Unchanged | |
| Address | — | — | Unchanged |
| City | UNKNOWN | — | Cleared |
| State | — | — | Unchanged |
| ZIP | - | — | Cleared |
| Group | GRP-9849 | GRP-9849 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.78
- Name key
- cynthia|chapman
- Address key
- —
- Canonical first
- cynthia
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-106497 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-404931 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-029757
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Cynthia Chapman, 1978-05-02, 3 records, Verified
Evidence
Matched against ENR-106497
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically2de9ecaad52026-10-19 19:54:38, matching_agentidentity id MBR-029757, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-106497
- Record linked automatically3513c3d2352026-10-19 19:52:09, matching_agentidentity id MBR-029757, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-106497
- Record linked automatically62baab99a72026-10-19 19:45:42, matching_agentidentity id MBR-029757, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-106497
- Record linked automatically77cba824382026-10-19 19:32:31, matching_agentidentity id MBR-029757, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-106497
- Record linked automaticallyb99653b6ab2026-10-19 19:31:28, scoring_agentidentity id MBR-004843, confidence 1, method probabilistic, matched record TPA-52203, policy version 1