Record, CLM, bronze and silver
CLM-407790
Received 2026-01-27T11:41:14Z, line 74,149 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 | JONATHAN | Jonathan | Changed |
| Middle | O | O | Unchanged |
| Last name | MALDONADO | Maldonado | Changed |
| Date of birth | 2002-06-14 | 2002-06-14 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UHC-46045-09 | UHC-46045-09 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | ·(920) 313-0265 | 9203130265 | Parsed |
| NULL | — | Cleared | |
| Address | 7897 Highland Avenue | 7897 Highland Ave | Changed |
| City | SCOTTSDALE | Scottsdale | Changed |
| State | Arizona | AZ | Changed |
| ZIP | 85221 | 85221 | Unchanged |
| Group | — | — | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.46
- Name key
- jonathan|maldonado
- Address key
- 7897|highland|85221
- Canonical first
- jonathan
Quality flags
9 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| CLM-407791 | 1.00 | Scored | — | Auto-linked |
| ENR-110235 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008097
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Jonathan Maldonado, 2002-06-14, 3 records, Verified
Evidence
Matched against CLM-407791
| 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
5 hash-chained entries for this record
- Record linked automatically747a2e39db2026-10-19 19:54:38, scoring_agentidentity id MBR-008097, confidence 1, method probabilistic, matched record CLM-407791, policy version 1
- Record linked automaticallye3935745212026-10-19 19:52:09, scoring_agentidentity id MBR-008097, confidence 1, method probabilistic, matched record CLM-407791, policy version 1
- Record linked automaticallycabb0cbe672026-10-19 19:45:42, scoring_agentidentity id MBR-008097, confidence 1, method probabilistic, matched record CLM-407791, policy version 1
- Record linked automaticallyc004ad210a2026-10-19 19:32:31, scoring_agentidentity id MBR-008097, confidence 1, method probabilistic, matched record CLM-407791, policy version 1
- Record linked automaticallye280736e262026-10-19 19:31:28, scoring_agentidentity id MBR-020285, confidence 1, method probabilistic, matched record CLM-407793, policy version 1