Record, CLM , bronze and silver
CLM-425187
Received 2026-01-08T05:44:58Z, line 44,315 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | DUNCAN | Duncan | Changed |
| Middle | — | — | Unchanged |
| Last name | LARRY | Larry | Changed |
| Date of birth | 28-04-1989 | 1989-04-28 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-94999-36 | UHC-94999-36 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 688-594-6290 | 6885946290 | Parsed |
| N/A | — | Cleared | |
| Address | - | — | Cleared |
| City | ·- | — | Cleared |
| State | — | — | Unchanged |
| ZIP | UNKNOWN | — | Cleared |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.90
- Name key
- duncan|larry
- Address key
- —
- Canonical first
- duncan
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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 |
|---|---|---|---|---|
| ENR-132905 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-132904 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001745
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Larry Duncan, 1989-04-28, 6 records, Verified
Evidence
Matched against ENR-132905
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically0143b784632026-10-19 19:54:38, matching_agentidentity id MBR-001745, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-132905
- Record linked automatically448362afee2026-10-19 19:52:08, matching_agentidentity id MBR-001745, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-132905
- Record linked automatically93064f2fc72026-10-19 19:45:41, matching_agentidentity id MBR-001745, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-132905
- Record linked automatically62bbe1e5462026-10-19 19:32:31, matching_agentidentity id MBR-001745, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-132905
- Record linked automaticallyc804bd27072026-10-19 19:31:28, matching_agentidentity id MBR-040971, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425188