Record, CLM, bronze and silver
CLM-426730
Received 2026-08-16T08:33:29Z, line 50,890 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 | ·gibson | Gibson | Changed |
| Middle | U | U | Unchanged |
| Last name | camila | Camila | Changed |
| Date of birth | ·19680315 | 1968-03-15 | Parsed |
| Gender | Male·· | M | Parsed |
| Member ID | UHC-37139-56 | UHC-37139-56 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | N/A | — | Cleared |
| camila.gibson45@hotmail.com | camila.gibson45@hotmail.com | Unchanged | |
| Address | — | — | Unchanged |
| City | NULL | — | Cleared |
| State | null | — | Cleared |
| ZIP | NULL | — | Cleared |
| Group | GRP-2024 | GRP-2024 | Unchanged |
| Plan | ·MEDICARE-ADV-A | MEDICARE-ADV-A | Changed |
- Quality score
- 0.78
- Name key
- gibson|camila
- Address key
- —
- Canonical first
- gibson
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)
- 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 |
|---|---|---|---|---|
| ENR-135071 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-135072 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-041681
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Camila Gibson, 1968-03-15, 3 records, Verified
Evidence
Matched against ENR-135071
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
6 hash-chained entries for this record
- Record linked automatically5ab53a6cea2026-10-22 12:43:55, matching_agentidentity id MBR-041681, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135071
- Record linked automatically39e86269492026-10-19 19:54:39, matching_agentidentity id MBR-041681, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135071
- Record linked automatically0dc47de4772026-10-19 19:52:09, matching_agentidentity id MBR-041681, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135071
- Record linked automaticallyaed066b44e2026-10-19 19:45:42, matching_agentidentity id MBR-041681, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135071
- Record linked automatically906cad7c782026-10-19 19:32:31, matching_agentidentity id MBR-041681, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135071
- Record linked automatically43fc2f959a2026-10-19 19:31:28, scoring_agentidentity id MBR-017566, confidence 0.986, method probabilistic, matched record ENR-135337, policy version 1