Record, CLM, bronze and silver
CLM-410751
Received 2026-03-07T20:44:29Z, line 51,200 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 | ZACHARY | Zachary | Changed |
| Middle | — | — | Unchanged |
| Last name | SHAW | Shaw | Changed |
| Date of birth | 1965-07-13 | 1965-07-13 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-32514-98 | UHC-32514-98 | Unchanged |
| SSN | •••-••-8070 | •••-••-8070 | Unchanged |
| Phone | 6121456 | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 6728 Market Street | 6728 Market St | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85283·· | 85283 | Changed |
| Group | GRP-4668 | GRP-4668 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.64
- Name key
- zachary|shaw
- Address key
- 6728|market|85283
- Canonical first
- zachary
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone missing area codePhone had only seven digits (no area code); cleared
- 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-410753 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-410752 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-114113 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-018131
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Zachary Shaw, 1965-07-13, 4 records, Verified
Evidence
Matched against CLM-410753
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automatically533f4e8f8c2026-10-19 19:54:38, matching_agentidentity id MBR-018131, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-410753
- Record linked automaticallyebcd0556272026-10-19 19:52:09, matching_agentidentity id MBR-018131, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-410753
- Record linked automaticallyf5db0ebf5c2026-10-19 19:45:42, matching_agentidentity id MBR-018131, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-410753
- Record linked automatically5cbbf761a62026-10-19 19:32:31, matching_agentidentity id MBR-018131, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-410753
- Record linked automatically7768b4de6e2026-10-19 19:31:28, scoring_agentidentity id MBR-016594, confidence 1, method probabilistic, matched record TPA-54768, policy version 1