Record, CLM, bronze and silver
CLM-409733
Received 2026-09-10T18:55:47Z, line 48,379 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 | clark | Clark | Changed |
| Date of birth | Sep 13, 1980 | 1980-09-13 | Parsed |
| Gender | Female·· | F | Parsed |
| Member ID | UHC-40992-88 | UHC-40992-88 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| null | — | Cleared | |
| Address | 2864 BROADWAY | 2864 Broadway | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85209 | 85209 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.78
- Name key
- denise|clark
- Address key
- 2864|broadway|85209
- Canonical first
- denise
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Address re-casedStreet line re-cased and punctuation removed
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-409734 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-112794 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-112795 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-54222 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019008
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Denise Clark, 1980-09-13, 5 records, Verified
Evidence
Matched against CLM-409734
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
5 hash-chained entries for this record
- Record linked automatically612a05c7652026-10-19 19:54:38, matching_agentidentity id MBR-019008, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-409734
- Record linked automaticallycb1cbb5b622026-10-19 19:52:09, matching_agentidentity id MBR-019008, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-409734
- Record linked automatically09c20815c12026-10-19 19:45:42, matching_agentidentity id MBR-019008, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-409734
- Record linked automaticallye1c425096d2026-10-19 19:32:31, matching_agentidentity id MBR-019008, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-409734
- Record linked automaticallyb940db25f32026-10-19 19:31:28, scoring_agentidentity id MBR-004150, confidence 1, method probabilistic, matched record CLM-409731, policy version 1