Record, CLM, bronze and silver
CLM-402476
Received 2026-08-23T14:28:40Z, line 25,966 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 | KAREN | Karen | Changed |
| Middle | — | — | Unchanged |
| Last name | SIMPSON | Simpson | Changed |
| Date of birth | 19-05-1987 | 1987-05-19 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-89737-33 | UHC-89737-33 | Unchanged |
| SSN | - | — | Cleared |
| Phone | 873-702-2189 | 8737022189 | Parsed |
| — | — | Unchanged | |
| Address | - | — | Cleared |
| City | NULL | — | Cleared |
| State | NULL | — | Cleared |
| ZIP | ···· | — | Unchanged |
| Group | GRP-1508 | GRP-1508 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.90
- Name key
- karen|simpson
- Address key
- —
- Canonical first
- karen
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 |
|---|---|---|---|---|
| CLM-402475 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-51054 | 0.83 | Scored | — | Sent to steward |
| ENR-103171 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-011041
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Karen Simpson, 1987-05-19, 2 records, Verified
Evidence
Matched against CLM-402475
| 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 |
Audit
6 hash-chained entries for this record
- Record linked automaticallye663d113242026-10-22 12:43:54, matching_agentidentity id MBR-011041, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-402475
- Record linked automaticallye41c6296792026-10-19 19:54:38, matching_agentidentity id MBR-011041, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-402475
- Record linked automatically86625dd35d2026-10-19 19:52:09, matching_agentidentity id MBR-011041, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-402475
- Record linked automatically93eb490b7c2026-10-19 19:45:42, matching_agentidentity id MBR-011041, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-402475
- Record linked automatically2f752f1c9b2026-10-19 19:32:31, matching_agentidentity id MBR-011041, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-402475
- Record linked automaticallyaa5ef8ab072026-10-19 19:31:28, scoring_agentidentity id MBR-032787, confidence 1, method probabilistic, matched record TPA-51129, policy version 1