Record, CLM, bronze and silver
CLM-427836
Received 2026-09-17T20:10:14Z, line 84,978 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 | MICHELLE | Michelle | Changed |
| Middle | — | — | Unchanged |
| Last name | HARRPER | Harrper | Changed |
| Date of birth | ·1952-04-17 | 1952-04-17 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-59426-45 | UHC-59426-45 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | - | — | Cleared |
| — | — | Unchanged | |
| Address | 3693 Union Street | 3693 Union St | Changed |
| City | Plano | Plano | Unchanged |
| State | Texas | TX | Changed |
| ZIP | 75080 | 75080 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.64
- Name key
- michelle|harrper
- Address key
- 3693|union|75080
- Canonical first
- michelle
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| PRV-28158 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-62282 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-136495 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-62283 | 0.98 | Scored | — | Auto-linked |
| ENR-136496 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010628
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Michelle Harper, 1952-04-17, 6 records, Verified
Evidence
Matched against PRV-28158
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.92 | 3.0 | swapped |
| 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 automaticallya5db8494c82026-10-19 19:54:38, matching_agentidentity id MBR-010628, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-28158
- Record linked automatically5bc9de8b9a2026-10-19 19:52:09, matching_agentidentity id MBR-010628, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-28158
- Record linked automaticallye8e642067b2026-10-19 19:45:42, matching_agentidentity id MBR-010628, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-28158
- Record linked automatically3467ad0ae42026-10-19 19:32:31, matching_agentidentity id MBR-010628, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-28158
- Record linked automatically559006aac52026-10-19 19:31:28, matching_agentidentity id MBR-010528, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-136818