Record, CLM, bronze and silver
CLM-427459
Received 2026-09-29T13:05:27Z, line 60,363 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 | Donna·· | Donna | Changed |
| Middle | — | — | Unchanged |
| Last name | Graham | Graham | Unchanged |
| Date of birth | 06/12/1976 | 1976-06-12 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-00728-71 | UHC-00728-71 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | (776) 730-5430 | 7767305430 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 1770 Oak St | 1770 Oak St | Unchanged |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33104-0904 | 33104 | Changed |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.64
- Name key
- donna|graham
- Address key
- 1770|oak|33104
- Canonical first
- donna
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| TPA-62133 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-023257
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Donna Graham, 1976-06-12, 2 records, Verified
Evidence
Matched against TPA-62133
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically2f617ebce72026-10-22 12:43:54, matching_agentidentity id MBR-023257, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-62133
- Record linked automatically7739f729782026-10-19 19:54:38, matching_agentidentity id MBR-023257, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-62133
- Record linked automatically3d76b102212026-10-19 19:52:09, matching_agentidentity id MBR-023257, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-62133
- Record linked automatically92add909242026-10-19 19:45:42, matching_agentidentity id MBR-023257, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-62133
- Record linked automatically45b01a240d2026-10-19 19:32:31, matching_agentidentity id MBR-023257, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-62133
- Record linked automaticallyb4dd02fddd2026-10-19 19:31:28, matching_agentidentity id MBR-026030, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136348