Record, CLM, bronze and silver
CLM-420701
Received 2026-08-24T08:40:44Z, line 1,396 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 | LAUREN | Lauren | Changed |
| Middle | — | — | Unchanged |
| Last name | GUTIERREZ | Gutierrez | Changed |
| Date of birth | ·1942-11-00 | — | Cleared |
| Gender | M | M | Unchanged |
| Member ID | ·UHC-72049-97 | UHC-72049-97 | Parsed |
| SSN | •••-••-2031 | •••-••-2031 | Unchanged |
| Phone | null | — | Cleared |
| NULL | — | Cleared | |
| Address | 5474 Indian School Rd | 5474 Indian School Rd | Unchanged |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85220 | 85220 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.80
- Name key
- lauren|gutierrez
- Address key
- 5474|indian school|85220
- Canonical first
- lauren
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth unreadableDate of birth did not match any known format or was out of range; cleared
- 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-127217 | 0.96 | Rule | D3 member id + name | Auto-linked |
| TPA-59082 | 0.83 | Scored | — | Sent to steward |
| TPA-59083 | 0.83 | Scored | — | Sent to steward |
| CLM-420702 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-031367
- Method
- Rule
- Confidence
- 0.96
- Rule
- D3 member id + name
Golden record: Lauren Gutierrez, 1942-10-10, 6 records, Verified
Evidence
Matched against ENR-127217
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| 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 automaticallyefd8d9c2d22026-10-19 19:54:38, matching_agentidentity id MBR-031367, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-127217
- Record linked automaticallydf9aa010962026-10-19 19:52:09, matching_agentidentity id MBR-031367, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-127217
- Record linked automatically118177bdff2026-10-19 19:45:42, matching_agentidentity id MBR-031367, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-127217
- Record linked automatically4a36e2896f2026-10-19 19:32:31, matching_agentidentity id MBR-031367, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-127217
- Record linked automatically8622317d5d2026-10-19 19:31:28, matching_agentidentity id MBR-020255, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127184