Record, CLM, bronze and silver
CLM-412354
Received 2026-03-09T09:21:58Z, line 87,796 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 | DEBORAH | Deborah | Changed |
| Middle | V | V | Unchanged |
| Last name | GILBERT | Gilbert | Changed |
| Date of birth | 05/12/66 | 1966-05-12 | Parsed |
| Gender | - | — | Cleared |
| Member ID | ·UHC-22494-09 | UHC-22494-09 | Parsed |
| SSN | null | — | Cleared |
| Phone | (715) 299-7127 | 7152997127 | Parsed |
| — | — | Unchanged | |
| Address | 5353 Church Street | 5353 Church St | Changed |
| City | Minneapolis | Minneapolis | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55412 | 55412 | Unchanged |
| Group | GRP-9994 | GRP-9994 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.62
- Name key
- deborah|gilbert
- Address key
- 5353|church|55412
- Canonical first
- deborah
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation 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 |
|---|---|---|---|---|
| CLM-412355 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-412356 | 0.96 | Rule | D3 member id + name | Auto-linked |
| PRV-23570 | 0.96 | Rule | D3 member id + name | Auto-linked |
| PRV-23571 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007753
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Deborah Gilbert, 1966-05-12, 5 records, Verified
Evidence
Matched against CLM-412355
| 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
5 hash-chained entries for this record
- Record linked automatically643bcb2f342026-10-19 19:54:38, matching_agentidentity id MBR-007753, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-412355
- Record linked automaticallydf52b361552026-10-19 19:52:09, matching_agentidentity id MBR-007753, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-412355
- Record linked automatically0031c0944c2026-10-19 19:45:42, matching_agentidentity id MBR-007753, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-412355
- Record linked automatically4aa07b141a2026-10-19 19:32:31, matching_agentidentity id MBR-007753, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-412355
- Record linked automatically118cc2eda02026-10-19 19:31:28, matching_agentidentity id MBR-013028, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-412355