Record, CLM, bronze and silver
CLM-414499
Received 2026-10-18T23:28:00Z, line 36,449 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 | ·MELISSA | Melissa | Changed |
| Middle | — | — | Unchanged |
| Last name | GARDNER | Gardner | Changed |
| Date of birth | 10/22/73 | 1973-10-22 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-62350-59 | UHC-62350-59 | Unchanged |
| SSN | •••-••-2851 | •••-••-2851 | Unchanged |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | NULL | — | Cleared |
| City | — | — | Unchanged |
| State | NULL | — | Cleared |
| ZIP | null | — | Cleared |
| Group | GRP-9907 | GRP-9907 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.80
- Name key
- melissa|gardner
- Address key
- —
- Canonical first
- melissa
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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-414500 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-119093 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017027
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Melissa Gardner, 1973-10-22, 3 records, Verified
Evidence
Matched against CLM-414500
| 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
5 hash-chained entries for this record
- Record linked automatically837986eea12026-10-19 19:54:38, matching_agentidentity id MBR-017027, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414500
- Record linked automaticallye808da35a12026-10-19 19:52:09, matching_agentidentity id MBR-017027, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414500
- Record linked automatically11e628198d2026-10-19 19:45:42, matching_agentidentity id MBR-017027, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414500
- Record linked automatically5eea5aef852026-10-19 19:32:31, matching_agentidentity id MBR-017027, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-414500
- Record linked automatically610234be9b2026-10-19 19:31:28, scoring_agentidentity id MBR-026129, confidence 0.925, method probabilistic, matched record CLM-414500, policy version 1