Record, CLM, bronze and silver
CLM-400908
Received 2026-08-15T09:37:55Z, line 3,091 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 | Ronald | Ronald | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Cooper | Cooper | Unchanged |
| Date of birth | ·1946-10-28 | 1946-10-28 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-75874-34 | UHC-75874-34 | Unchanged |
| SSN | •••-••-7345 | •••-••-7345 | Unchanged |
| Phone | NULL | — | Cleared |
| ronald.cooper@hotmail.com | ronald.cooper@hotmail.com | Unchanged | |
| Address | 9401 Union Street·· | 9401 Union St | Changed |
| City | LAS VEGAS | Las Vegas | Changed |
| State | NV | NV | Unchanged |
| ZIP | 89132 | 89132 | Unchanged |
| Group | GRP-7694 | GRP-7694 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.64
- Name key
- ronald|cooper
- Address key
- 9401|union|89132
- Canonical first
- ronald
Quality flags
6 raised during normalisation
- 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
- City re-casedCity re-cased to Title Case
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-101202 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-101203 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-033834
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Ronald Cooper, 1946-10-28, 3 records, Verified
Evidence
Matched against ENR-101202
| 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 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyc170345d912026-10-22 12:43:55, matching_agentidentity id MBR-033834, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101202
- Record linked automatically7cb83113f42026-10-19 19:54:39, matching_agentidentity id MBR-033834, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101202
- Record linked automatically579c80906a2026-10-19 19:52:09, matching_agentidentity id MBR-033834, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101202
- Record linked automaticallyf4c13d5a192026-10-19 19:45:42, matching_agentidentity id MBR-033834, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101202
- Record linked automatically09bb94912e2026-10-19 19:32:31, matching_agentidentity id MBR-033834, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101202
- Record linked automaticallya0226738a92026-10-19 19:31:28, scoring_agentidentity id MBR-006411, confidence 1, method probabilistic, matched record ENR-101259, policy version 1