Record, CLM, bronze and silver
CLM-401825
Received 2026-10-04T04:52:32Z, line 48,160 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 | BOOBBY | Boobby | Changed |
| Middle | — | — | Unchanged |
| Last name | BANKS·· | Banks | Changed |
| Date of birth | 2608-91-48 | — | Cleared |
| Gender | M | M | Unchanged |
| Member ID | UHC2518158 | UHC-25181-58 | Parsed |
| SSN | - | — | Cleared |
| Phone | 385.292.1108 | 3852921108 | Parsed |
| BOBBY.BANKS61@AOL.COM | bobby.banks61@aol.com | Changed | |
| Address | 8937 OCEAN AVE | 8937 Ocean Ave | Changed |
| City | Nashville | Nashville | Unchanged |
| State | TN | TN | Unchanged |
| ZIP | 37269 | 37269 | Unchanged |
| Group | - | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.58
- Name key
- boobby|banks
- Address key
- 8937|ocean|37269
- Canonical first
- boobby
Quality flags
9 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth unreadableDate of birth did not match any known format or was out of range; cleared
- 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
- 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
- Email lower-casedEmail lower-cased
- 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 |
|---|---|---|---|---|
| ENR-102379 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-036557
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Bobby Banks, 1948-08-26, 2 records, Verified
Evidence
Matched against ENR-102379
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.76 | 3.0 | |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyae653deff22026-10-19 19:54:39, scoring_agentidentity id MBR-036557, confidence 0.93, method probabilistic, matched record ENR-102379, policy version 1
- Record linked automaticallye5e27e22b92026-10-19 19:52:09, scoring_agentidentity id MBR-036557, confidence 0.93, method probabilistic, matched record ENR-102379, policy version 1
- Record linked automatically5cb60186b72026-10-19 19:45:42, scoring_agentidentity id MBR-036557, confidence 0.93, method probabilistic, matched record ENR-102379, policy version 1
- Record linked automaticallycd63a2a1952026-10-19 19:32:31, scoring_agentidentity id MBR-036557, confidence 0.93, method probabilistic, matched record ENR-102379, policy version 1
- Record linked automatically7808d020212026-10-19 19:31:28, matching_agentidentity id MBR-039265, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102357