Record, CLM, bronze and silver
CLM-431105
Received 2026-03-01T20:15:56Z, line 60,228 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 | SANDRA | Sandra | Changed |
| Middle | — | — | Unchanged |
| Last name | RICHARDSON | Richardson | Changed |
| Date of birth | 2008-03-12 | 2008-03-12 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | UHC0098178 | UHC-00981-78 | Parsed |
| SSN | •••-••-3391 | •••-••-3391 | Unchanged |
| Phone | ·null | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 3793 Canyon Rd | 3793 Canyon Rd | Unchanged |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85254 | 85254 | Unchanged |
| Group | - | — | Cleared |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.92
- Name key
- sandra|richardson
- Address key
- 3793|canyon|85254
- Canonical first
- sandra
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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-140843 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-63744 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-431106 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016781
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Sandra Richardson, 2008-03-12, 4 records, Verified
Evidence
Matched against ENR-140843
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automatically44a190220f2026-10-19 19:54:38, matching_agentidentity id MBR-016781, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-140843
- Record linked automatically49b626c5e92026-10-19 19:52:09, matching_agentidentity id MBR-016781, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-140843
- Record linked automatically50a176e6ee2026-10-19 19:45:42, matching_agentidentity id MBR-016781, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-140843
- Record linked automatically426d883e502026-10-19 19:32:31, matching_agentidentity id MBR-016781, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-140843
- Record linked automatically2597e8b6c42026-10-19 19:31:28, scoring_agentidentity id MBR-010038, confidence 1, method probabilistic, matched record TPA-63621, policy version 1