Record, CLM, bronze and silver
CLM-411377
Received 2026-08-05T17:47:14Z , line 33,561 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 | denise | Denise | Changed |
| Middle | — | — | Unchanged |
| Last name | williams | Williams | Changed |
| Date of birth | 1975-02-09 | 1975-02-09 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | UHC-19471-09 | UHC-19471-09 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 282-768-0768 | 2827680768 | Parsed |
| ·null | — | Cleared | |
| Address | — | — | Unchanged |
| City | N/A | — | Cleared |
| State | NULL·· | — | Cleared |
| ZIP | UNKNOWN | — | Cleared |
| Group | GRP-4094 | GRP-4094 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.92
- Name key
- denise|williams
- Address key
- —
- Canonical first
- denise
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 |
|---|---|---|---|---|
| CLM-411378 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-411376 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-114963 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-114964 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-026559
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Denise Williams, 1975-02-09, 5 records, Verified
Evidence
Matched against CLM-411376
| 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 automatically5b718554e12026-10-22 12:43:54, matching_agentidentity id MBR-026559, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-411376
- Record linked automaticallydfde04c85f2026-10-19 19:54:38, matching_agentidentity id MBR-026559, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-411376
- Record linked automaticallyb615127f4b2026-10-19 19:52:09, matching_agentidentity id MBR-026559, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-411376
- Record linked automatically98135ca0322026-10-19 19:45:42, matching_agentidentity id MBR-026559, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-411376
- Record linked automaticallycf325760b22026-10-19 19:32:31, matching_agentidentity id MBR-026559, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-411376
- Record linked automatically9f3338a00c2026-10-19 19:31:28, scoring_agentidentity id MBR-012839, confidence 1, method probabilistic, matched record CLM-411380, policy version 1