Record, CLM, bronze and silver
CLM-420649
Received 2026-04-22T11:23:25Z, line 99,475 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 | RALPH | Ralph | Changed |
| Middle | — | — | Unchanged |
| Last name | NICHOLS | Nichols | Changed |
| Date of birth | 1962-06-14 | 1962-06-14 | Unchanged |
| Gender | UNKNOWN | — | Cleared |
| Member ID | UHC-69144-34 | UHC-69144-34 | Unchanged |
| SSN | •••-••-2636 | •••-••-2636 | Parsed |
| Phone | NULL | — | Cleared |
| N/A | — | Cleared | |
| Address | 5689 LINCOLN WAY | 5689 Lincoln Way | Changed |
| City | Chandler | Chandler | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85269 | 85269 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.52
- Name key
- ralph|nichols
- Address key
- 5689|lincoln|85269
- Canonical first
- ralph
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| TPA-59066 | 1.00 | Scored | — | Auto-linked |
| CLM-420648 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-127159 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-420647 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-59065 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004093
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ralph Nichols, 1962-06-14, 6 records, Verified
Evidence
Matched against TPA-59066
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallycf7af3f2862026-10-19 19:54:38, scoring_agentidentity id MBR-004093, confidence 1, method probabilistic, matched record TPA-59066, policy version 1
- Record linked automaticallyf6d4faebad2026-10-19 19:52:08, scoring_agentidentity id MBR-004093, confidence 1, method probabilistic, matched record TPA-59066, policy version 1
- Record linked automatically12d0b3c3e92026-10-19 19:45:42, scoring_agentidentity id MBR-004093, confidence 1, method probabilistic, matched record TPA-59066, policy version 1
- Record linked automatically5648c7ea352026-10-19 19:32:31, scoring_agentidentity id MBR-004093, confidence 1, method probabilistic, matched record TPA-59066, policy version 1
- Record linked automaticallyd0bff1ae722026-10-19 19:31:28, matching_agentidentity id MBR-016043, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127135