Record, CLM, bronze and silver
CLM-417531
Received 2026-03-20T17:18:36Z, line 63,212 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | JEFFREY | Jeffrey | Changed |
| Middle | K | K | Unchanged |
| Last name | SINGH | Singh | Changed |
| Date of birth | 2008-10-28 | 2008-10-28 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | - | — | Cleared |
| Phone | +1 905 458 8942 | 9054588942 | Parsed |
| - | — | Cleared | |
| Address | 3844 Cedar Ln | 3844 Cedar Ln | Unchanged |
| City | Las Vegas | Las Vegas | Unchanged |
| State | NV | NV | Unchanged |
| ZIP | 89168 | 89168 | Unchanged |
| Group | - | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.94
- Name key
- jeffrey|singh
- Address key
- 3844|cedar|89168
- Canonical first
- jeffrey
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-123102 | 1.00 | Scored | — | Auto-linked |
| CLM-417530 | 1.00 | Scored | — | Auto-linked |
| CLM-417532 | 1.00 | Scored | — | Auto-linked |
| ENR-123103 | 0.94 | Scored | — | Auto-linked |
| CLM-417529 | 0.85 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-015868
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Jeffrey Singh, 2008-10-28, 6 records, Verified
Evidence
Matched against CLM-417532
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically212f924e972026-10-22 12:43:54, scoring_agentidentity id MBR-015868, confidence 1, method probabilistic, matched record CLM-417532, policy version 1
- Record linked automatically007d6029552026-10-19 19:54:38, scoring_agentidentity id MBR-015868, confidence 1, method probabilistic, matched record CLM-417532, policy version 1
- Record linked automatically51abd537a72026-10-19 19:52:09, scoring_agentidentity id MBR-015868, confidence 1, method probabilistic, matched record CLM-417532, policy version 1
- Record linked automatically54c1e31c932026-10-19 19:45:42, scoring_agentidentity id MBR-015868, confidence 1, method probabilistic, matched record CLM-417532, policy version 1
- Record linked automatically26c02f60062026-10-19 19:32:31, scoring_agentidentity id MBR-015868, confidence 1, method probabilistic, matched record CLM-417532, policy version 1
- Record linked automatically7c75e3a4c12026-10-19 19:31:28, matching_agentidentity id MBR-009356, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-122955