Record, CLM, bronze and silver
CLM-403758
Received 2026-08-09T15:08:41Z, line 90,700 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 | ·NATALIE | Natalie | Changed |
| Middle | — | — | Unchanged |
| Last name | SANDOVAL | Sandoval | Changed |
| Date of birth | 1989-05-08 | 1989-05-08 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-85144-55 | UHC-85144-55 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (845) 876-2184·· | 8458762184 | Parsed |
| NULL | — | Cleared | |
| Address | null | — | Cleared |
| City | NULL | — | Cleared |
| State | null | — | Cleared |
| ZIP | - | — | Cleared |
| Group | GRP-9055 | GRP-9055 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.92
- Name key
- natalie|sandoval
- Address key
- —
- Canonical first
- natalie
Quality flags
4 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
- 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 |
|---|---|---|---|---|
| PRV-21057 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-026544
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Natalie Sandoval, 1989-05-08, 2 records, Verified
Evidence
Matched against PRV-21057
| 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 automaticallyc7639bef0f2026-10-22 12:43:54, matching_agentidentity id MBR-026544, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-21057
- Record linked automatically6a440136652026-10-19 19:54:38, matching_agentidentity id MBR-026544, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-21057
- Record linked automatically04357b5d562026-10-19 19:52:09, matching_agentidentity id MBR-026544, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-21057
- Record linked automaticallyf3a3986d462026-10-19 19:45:42, matching_agentidentity id MBR-026544, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-21057
- Record linked automatically2aa22e6b502026-10-19 19:32:31, matching_agentidentity id MBR-026544, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-21057
- Record linked automatically343c2791362026-10-19 19:31:28, scoring_agentidentity id MBR-032603, confidence 1, method probabilistic, matched record CLM-403759, policy version 1