Record, CLM, bronze and silver
CLM-431134
Received 2026-03-30T19:18:03Z, line 68,538 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 | Unchanged |
| Date of birth | 12/11/1977 | 1977-12-11 | Parsed |
| Gender | ·M | M | Parsed |
| Member ID | UHC-76965-35 | UHC-76965-35 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (471) 747-3991 | 4717473991 | Parsed |
| N/A | — | Cleared | |
| Address | 9570 Broadway | 9570 Broadway | Unchanged |
| City | Scottsdale·· | Scottsdale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85294 | 85294 | Unchanged |
| Group | GRP-7293 | GRP-7293 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.92
- Name key
- nancy|rios
- Address key
- 9570|broadway|85294
- Canonical first
- nancy
Quality flags
4 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
- 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-140881 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-431132 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-431133 | 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 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallybe210e9c652026-10-19 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 automatically86a6fa35262026-10-19 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 automatically810f0f286e2026-10-19 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 automatically50acb8dd8b2026-10-19 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 automaticallye031f828a92026-10-19 19:31:28, scoring_agentidentity id MBR-032110, confidence 1, method probabilistic, matched record ENR-141062, policy version 1