Record, CLM, bronze and silver
CLM-416182
Received 2026-04-05T04:06:43Z, line 93,506 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 | DAVID | David | Changed |
| Middle | — | — | Unchanged |
| Last name | DAVIS | Davis | Changed |
| Date of birth | 05-04-1948 | 1948-04-05 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-44621-94 | UHC-44621-94 | Unchanged |
| SSN | •••-••-9710 | •••-••-9710 | Unchanged |
| Phone | — | — | Unchanged |
| - | — | Cleared | |
| Address | 5233 Maple Avenue·· | 5233 Maple Ave | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85203 | 85203 | Unchanged |
| Group | GRP-4188 | GRP-4188 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.64
- Name key
- david|davis
- Address key
- 5233|maple|85203
- Canonical first
- david
Quality flags
6 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)
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- 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 |
|---|---|---|---|---|
| ENR-121306 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-416184 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-24800 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-24801 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-416183 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010992
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: David Davis, 1948-04-05, 6 records, Verified
Evidence
Matched against PRV-24801
| 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 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyf0fff693332026-10-19 19:54:38, matching_agentidentity id MBR-010992, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-24801
- Record linked automatically0bca3621ef2026-10-19 19:52:09, matching_agentidentity id MBR-010992, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-24801
- Record linked automaticallye8d94334c02026-10-19 19:45:42, matching_agentidentity id MBR-010992, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-24801
- Record linked automatically1157bac8712026-10-19 19:32:31, matching_agentidentity id MBR-010992, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-24801
- Record linked automaticallya4805224112026-10-19 19:31:28, scoring_agentidentity id MBR-014656, confidence 1, method probabilistic, matched record CLM-416181, policy version 1