Record, CLM, bronze and silver
CLM-431132
Received 2026-08-03T00:19:14Z, line 22,800 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 | NANCY | Nancy | Changed |
| Middle | — | — | Unchanged |
| Last name | RIOS | Rios | Changed |
| Date of birth | 12/11/1977 | 1977-12-11 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-76965-35 | UHC-76965-35 | Unchanged |
| SSN | •••-••-7143 | •••-••-7143 | Unchanged |
| Phone | — | — | Unchanged |
| null | — | Cleared | |
| Address | 9570 BROADWAY | 9570 Broadway | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85294 | 85294 | Unchanged |
| Group | GRP-7293 | GRP-7293 | Unchanged |
| Plan | ···· | — | Unchanged |
- Quality score
- 0.92
- Name key
- nancy|rios
- Address key
- 9570|broadway|85294
- Canonical first
- nancy
Quality flags
4 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)
- Address re-casedStreet line re-cased and punctuation removed
- 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-431133 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-431134 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-140881 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003998
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Nancy Rios, 1977-12-11, 4 records, Verified
Evidence
Matched against CLM-431133
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.91 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically46f7206c3d2026-10-19 19:54:38, matching_agentidentity id MBR-003998, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431133
- Record linked automatically1fa071a97e2026-10-19 19:52:08, matching_agentidentity id MBR-003998, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431133
- Record linked automatically1bcb1cf3682026-10-19 19:45:42, matching_agentidentity id MBR-003998, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431133
- Record linked automatically9ad30e0e882026-10-19 19:32:31, matching_agentidentity id MBR-003998, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431133
- Record linked automatically8e37d53e2c2026-10-19 19:31:28, matching_agentidentity id MBR-029470, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-29098