Record, CLM, bronze and silver
CLM-429677
Received 2026-04-15T13:49:27Z, line 31,149 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | MADISON | Madison | Changed |
| Middle | ·U. | U | Changed |
| Last name | FRANKLIN | Franklin | Changed |
| Date of birth | 01/16/75·· | 1975-01-16 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-89354-81 | UHC-89354-81 | Unchanged |
| SSN | •••-••-0785 | •••-••-0785 | Unchanged |
| Phone | 2728366963 | 2728366963 | Unchanged |
| — | — | Unchanged | |
| Address | 6733 Oak Street | 6733 Oak St | Changed |
| City | TUCSON | Tucson | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85711 | 85711 | Unchanged |
| Group | GRP-5925 | GRP-5925 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.62
- Name key
- madison|franklin
- Address key
- 6733|oak|85711
- Canonical first
- madison
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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-429676 | 1.00 | Scored | — | Auto-linked |
| CLM-429678 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-138933 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-138934 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-008281
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Madison Franklin, 1975-01-16, 5 records, Verified
Evidence
Matched against CLM-429676
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically21e7e69aeb2026-10-22 12:43:54, scoring_agentidentity id MBR-008281, confidence 1, method probabilistic, matched record CLM-429676, policy version 1
- Record linked automatically29523ca0582026-10-19 19:54:38, scoring_agentidentity id MBR-008281, confidence 1, method probabilistic, matched record CLM-429676, policy version 1
- Record linked automatically12d8627bfe2026-10-19 19:52:09, scoring_agentidentity id MBR-008281, confidence 1, method probabilistic, matched record CLM-429676, policy version 1
- Record linked automatically41b1e18a8f2026-10-19 19:45:42, scoring_agentidentity id MBR-008281, confidence 1, method probabilistic, matched record CLM-429676, policy version 1
- Record linked automatically1b135eee682026-10-19 19:32:31, scoring_agentidentity id MBR-008281, confidence 1, method probabilistic, matched record CLM-429676, policy version 1
- Record linked automatically07ee965a9d2026-10-19 19:31:28, matching_agentidentity id MBR-032908, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139198