Record, CLM, bronze and silver
CLM-407186
Received 2026-07-01T21:28:41Z, line 67,029 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 | linda | Linda | Changed |
| Middle | — | — | Unchanged |
| Last name | obrien | Obrien | Changed |
| Date of birth | Apr 1, 1944 | 1944-04-01 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-52970-96 | UHC-52970-96 | Unchanged |
| SSN | •••-••-9747 | •••-••-9747 | Parsed |
| Phone | 558-579-2710 | 5585792710 | Parsed |
| -·· | — | Cleared | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | NULL | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | GRP-6426 | GRP-6426 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.78
- Name key
- linda|obrien
- Address key
- —
- Canonical first
- linda
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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-109392 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-407187 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-407188 | 0.83 | Scored | — | Sent to steward |
| CLM-407189 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-033382
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Linda Obrien, 1944-04-01, 5 records, Verified
Evidence
Matched against ENR-109392
| 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 |
Audit
4 hash-chained entries for this record
- Record linked automaticallyfd23488c652026-10-19 19:54:38, matching_agentidentity id MBR-033382, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-109392
- Record linked automatically7129417f902026-10-19 19:52:09, matching_agentidentity id MBR-033382, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-109392
- Record linked automaticallyfb0b649ff32026-10-19 19:45:42, matching_agentidentity id MBR-033382, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-109392
- Record linked automaticallydcbbd27c2c2026-10-19 19:32:31, matching_agentidentity id MBR-033382, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-109392