Record, CLM, bronze and silver
CLM-408988
Received 2026-09-20T13:32:55Z, line 52,416 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 | GRACE | Grace | Changed |
| Middle | — | — | Unchanged |
| Last name | MALDONADO | Maldonado | Changed |
| Date of birth | 1979-06-18 | 1979-06-18 | Unchanged |
| Gender | ·M | M | Parsed |
| Member ID | UHC-80617-85 | UHC-80617-85 | Unchanged |
| SSN | •••-••-4413 | •••-••-4413 | Unchanged |
| Phone | 439-276-0798 | 4392760798 | Parsed |
| null | — | Cleared | |
| Address | 5716 Ridge Rd | 5716 Ridge Rd | Unchanged |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85708 | 85708 | Unchanged |
| Group | null | — | Cleared |
| Plan | medicare-adv-a | MEDICARE-ADV-A | Changed |
- Quality score
- 0.92
- Name key
- grace|maldonado
- Address key
- 5716|ridge|85708
- Canonical first
- grace
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Plan code upper-casedPlan code upper-cased
- 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-111895 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-408989 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-041608
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Grace Maldonado, 1979-06-18, 3 records, Verified
Evidence
Matched against CLM-408989
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically62c9167dcf2026-10-22 12:43:55, matching_agentidentity id MBR-041608, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-408989
- Record linked automatically58f4be81852026-10-19 19:54:39, matching_agentidentity id MBR-041608, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-408989
- Record linked automatically5020976bdc2026-10-19 19:52:09, matching_agentidentity id MBR-041608, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-408989
- Record linked automatically5012a7919b2026-10-19 19:45:42, matching_agentidentity id MBR-041608, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-408989
- Record linked automaticallyf0ed2afe882026-10-19 19:32:31, matching_agentidentity id MBR-041608, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-408989
- Record linked automatically785c12a7722026-10-19 19:31:28, scoring_agentidentity id MBR-010501, confidence 1, method probabilistic, matched record TPA-53999, policy version 1