Record, CLM, bronze and silver
CLM-414897
Received 2026-04-28T01:42:21Z, line 42,945 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 | — | — | Unchanged |
| Last name | Singh | Singh | Unchanged |
| Date of birth | 1975-10-23 | 1975-10-23 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-70540-52 | UHC-70540-52 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 16847308043 | 6847308043 | Parsed |
| N/A | — | Cleared | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | NULL | — | Cleared |
| ZIP | - | — | Cleared |
| Group | — | — | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.94
- Name key
- sandra|singh
- Address key
- —
- Canonical first
- sandra
Quality flags
3 raised during normalisation
- 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 |
|---|---|---|---|---|
| ENR-119593 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-119594 | 0.99 | Scored | — | Auto-linked |
| CLM-414898 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-014858
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Sandra Singh, 1975-10-23, 4 records, Verified
Evidence
Matched against ENR-119593
| 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 automaticallycae9bffabe2026-10-22 12:43:54, matching_agentidentity id MBR-014858, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119593
- Record linked automatically24341a40202026-10-19 19:54:38, matching_agentidentity id MBR-014858, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119593
- Record linked automatically17e39fc8532026-10-19 19:52:09, matching_agentidentity id MBR-014858, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119593
- Record linked automaticallyf41667d1212026-10-19 19:45:42, matching_agentidentity id MBR-014858, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119593
- Record linked automaticallyfaeaaac06f2026-10-19 19:32:31, matching_agentidentity id MBR-014858, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119593
- Record linked automatically19a53472c22026-10-19 19:31:28, scoring_agentidentity id MBR-009505, confidence 0.937, method probabilistic, matched record ENR-119527, policy version 1