Record, CLM, bronze and silver
CLM-414586
Received 2026-01-08T09:58:02Z, line 68,242 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 | emily | Emily | Changed |
| Middle | — | — | Unchanged |
| Last name | boyd | Boyd | Changed |
| Date of birth | 12/02/1995 | 1995-12-02 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | uhc-55648-98 | UHC-55648-98 | Parsed |
| SSN | •••-••-4357 | •••-••-4357 | Unchanged |
| Phone | null | — | Cleared |
| — | — | Unchanged | |
| Address | — | — | Unchanged |
| City | UNKNOWN | — | Cleared |
| State | UNKNOWN | — | Cleared |
| ZIP | - | — | Cleared |
| Group | — | — | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.92
- Name key
- emily|boyd
- Address key
- —
- Canonical first
- emily
Quality flags
4 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)
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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-119220 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-002367
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Emily Boyd, 1995-12-02, 2 records, Verified
Evidence
Matched against ENR-119220
| 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
6 hash-chained entries for this record
- Record linked automatically24b22587302026-10-22 12:43:53, matching_agentidentity id MBR-002367, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119220
- Record linked automatically7d5ad73a672026-10-19 19:54:38, matching_agentidentity id MBR-002367, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119220
- Record linked automatically7a2c4472d92026-10-19 19:52:08, matching_agentidentity id MBR-002367, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119220
- Record linked automatically004fb14db02026-10-19 19:45:41, matching_agentidentity id MBR-002367, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119220
- Record linked automaticallyb1049442762026-10-19 19:32:31, matching_agentidentity id MBR-002367, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119220
- Record linked automaticallyccfe504cbf2026-10-19 19:31:28, matching_agentidentity id MBR-003720, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-56340