Record, CLM, bronze and silver
CLM-411286
Received 2026-10-08T17:52:44Z, line 49,207 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 | Deborah | Deborah | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Cooper·· | Cooper | Changed |
| Date of birth | 1980-01-04·· | 1980-01-04 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-66987-74 | UHC-66987-74 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | +1 648 920 7149 | 6489207149 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 742 RIVER RD | 742 River Rd | Changed |
| City | Tempe | Tempe | Unchanged |
| State | ·AZ | AZ | Changed |
| ZIP | 85256-7837 | 85256 | Changed |
| Group | — | — | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- deborah|cooper
- Address key
- 742|river|85256
- Canonical first
- deborah
Quality flags
6 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-411287 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-114849 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-028131
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Deborah Cooper, 1980-01-04, 3 records, Verified
Evidence
Matched against CLM-411287
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyf7622fa1312026-10-22 12:43:54, matching_agentidentity id MBR-028131, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-411287
- Record linked automatically9748c320882026-10-19 19:54:38, matching_agentidentity id MBR-028131, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-411287
- Record linked automatically81f524b7f42026-10-19 19:52:09, matching_agentidentity id MBR-028131, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-411287
- Record linked automaticallyd486c81a8e2026-10-19 19:45:42, matching_agentidentity id MBR-028131, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-411287
- Record linked automatically2f1b56a6782026-10-19 19:32:31, matching_agentidentity id MBR-028131, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-411287
- Record linked automatically212ef513f52026-10-19 19:31:28, scoring_agentidentity id MBR-031609, confidence 0.994, method probabilistic, matched record PRV-23357, policy version 1