Record, CLM, bronze and silver
CLM-419589
Received 2026-04-16T16:36:32Z, line 81,122 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 | Nathan | Nathan | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Robertson | Robertson | Unchanged |
| Date of birth | ·19970722 | 1997-07-22 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC9347847 | UHC-93478-47 | Parsed |
| SSN | •••-••-7069 | •••-••-7069 | Unchanged |
| Phone | 916-660-7192 | 9166607192 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 8063 MEADOW LANE | 8063 Meadow Ln | Changed |
| City | MESA | Mesa | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85274 | 85274 | Unchanged |
| Group | GRP-0697 | GRP-0697 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.72
- Name key
- nathan|robertson
- Address key
- 8063|meadow|85274
- Canonical first
- nathan
Quality flags
8 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
- 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-419590 | 1.00 | Scored | — | Auto-linked |
| TPA-58641 | 0.99 | Scored | — | Auto-linked |
| TPA-58642 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-013711
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Nathan Robertson, 1997-07-22, 4 records, Verified
Evidence
Matched against CLM-419590
| 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 automatically6b8fa8ee262026-10-22 12:43:54, scoring_agentidentity id MBR-013711, confidence 1, method probabilistic, matched record CLM-419590, policy version 1
- Record linked automatically2a82454c8b2026-10-19 19:54:38, scoring_agentidentity id MBR-013711, confidence 1, method probabilistic, matched record CLM-419590, policy version 1
- Record linked automatically3973e23b972026-10-19 19:52:09, scoring_agentidentity id MBR-013711, confidence 1, method probabilistic, matched record CLM-419590, policy version 1
- Record linked automatically31922dd1962026-10-19 19:45:42, scoring_agentidentity id MBR-013711, confidence 1, method probabilistic, matched record CLM-419590, policy version 1
- Record linked automaticallycfcb28e82d2026-10-19 19:32:31, scoring_agentidentity id MBR-013711, confidence 1, method probabilistic, matched record CLM-419590, policy version 1
- Record linked automatically689c20d6c02026-10-19 19:31:28, matching_agentidentity id MBR-001470, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-25733