Record, CLM , bronze and silver
CLM-406009
Received 2026-06-08T22:38:34Z, line 16,299 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Gerald | Gerald | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Richardson | Richardson | Unchanged |
| Date of birth | 4/11/1957 | 1957-04-11 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | uhc-52791-35 | UHC-52791-35 | Parsed |
| SSN | — | — | Unchanged |
| Phone | ·299-882-5660 | 2998825660 | Parsed |
| gerald.richardson@proton.me | gerald.richardson@proton.me | Unchanged | |
| Address | 1747 SAGE COURT #324 | 1747 Sage Ct # 324 | Changed |
| City | GILBERT | Gilbert | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85254 | 85254 | Unchanged |
| Group | GRP-3281 | GRP-3281 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.44
- Name key
- gerald|richardson
- Address key
- 1747|sage|85254
- Canonical first
- gerald
Quality flags
10 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- City re-casedCity re-cased to Title Case
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-21761 | 1.00 | Scored | — | Auto-linked |
| ENR-107923 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-21762 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000085
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Gerald Richardson, 1957-04-11, 4 records, Verified
Evidence
Matched against PRV-21761
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically90b429ebee2026-10-19 19:54:38, scoring_agentidentity id MBR-000085, confidence 1, method probabilistic, matched record PRV-21761, policy version 1
- Record linked automaticallyb1ea2815be2026-10-19 19:52:08, scoring_agentidentity id MBR-000085, confidence 1, method probabilistic, matched record PRV-21761, policy version 1
- Record linked automaticallyac417997362026-10-19 19:45:41, scoring_agentidentity id MBR-000085, confidence 1, method probabilistic, matched record PRV-21761, policy version 1
- Record linked automatically15261c47cf2026-10-19 19:32:30, scoring_agentidentity id MBR-000085, confidence 1, method probabilistic, matched record PRV-21761, policy version 1
- Record linked automatically6abc7157712026-10-19 19:31:28, matching_agentidentity id MBR-006483, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107875