Record, CLM, bronze and silver
CLM-423129
Received 2026-02-02T20:43:57Z, line 53,120 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 | SANDRA | Sandra | Changed |
| Middle | S | S | Unchanged |
| Last name | ·BANKS | Banks | Changed |
| Date of birth | 2000-12-28 | 2000-12-28 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-77872-48 | UHC-77872-48 | Unchanged |
| SSN | ···· | — | Unchanged |
| Phone | NULL | — | Cleared |
| — | — | Unchanged | |
| Address | — | — | Unchanged |
| City | N/A | — | Cleared |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | null | — | Cleared |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.94
- Name key
- sandra|banks
- Address key
- —
- Canonical first
- sandra
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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-423128 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-423130 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-130271 | 0.96 | Rule | D3 member id + name | Auto-linked |
| TPA-60165 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-004231
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Sandra Banks, 2000-12-28, 5 records, Verified
Evidence
Matched against CLM-423128
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
6 hash-chained entries for this record
- Record linked automatically91519405772026-10-22 12:43:53, matching_agentidentity id MBR-004231, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423128
- Record linked automatically58f27db5522026-10-19 19:54:38, matching_agentidentity id MBR-004231, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423128
- Record linked automatically9950c5849a2026-10-19 19:52:08, matching_agentidentity id MBR-004231, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423128
- Record linked automaticallya8089fa3f62026-10-19 19:45:42, matching_agentidentity id MBR-004231, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423128
- Record linked automaticallyaa76e365982026-10-19 19:32:31, matching_agentidentity id MBR-004231, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423128
- Record linked automaticallydf2bd4dbbe2026-10-19 19:31:28, scoring_agentidentity id MBR-006621, confidence 1, method probabilistic, matched record TPA-60169, policy version 1