Record, CLM, bronze and silver
CLM-403522
Received 2026-03-31T06:20:36Z, line 54,631 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 | ·MARCUS | Marcus | Changed |
| Middle | — | — | Unchanged |
| Last name | NICHOLS | Nichols | Changed |
| Date of birth | 20040826 | 2004-08-26 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-44150-48 | UHC-44150-48 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| N/A | — | Cleared | |
| Address | 7644 RIDGE RD·· | 7644 Ridge Rd | Changed |
| City | MINNEAPOLIS | Minneapolis | Changed |
| State | Minnesota | MN | Changed |
| ZIP | 55461 | 55461 | Unchanged |
| Group | GRP-9102 | GRP-9102 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.46
- Name key
- marcus|nichols
- Address key
- 7644|ridge|55461
- Canonical first
- marcus
Quality flags
9 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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-403520 | 1.00 | Scored | — | Auto-linked |
| PRV-20999 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-403521 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-104593 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010433
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Marcus Nichols, 2004-08-26, 5 records, Verified
Evidence
Matched against CLM-403520
| 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 automaticallye2f49af14c2026-10-19 19:54:38, scoring_agentidentity id MBR-010433, confidence 1, method probabilistic, matched record CLM-403520, policy version 1
- Record linked automatically8c12751c7b2026-10-19 19:52:09, scoring_agentidentity id MBR-010433, confidence 1, method probabilistic, matched record CLM-403520, policy version 1
- Record linked automaticallya1c6c488402026-10-19 19:45:42, scoring_agentidentity id MBR-010433, confidence 1, method probabilistic, matched record CLM-403520, policy version 1
- Record linked automatically4489dd7abc2026-10-19 19:32:31, scoring_agentidentity id MBR-010433, confidence 1, method probabilistic, matched record CLM-403520, policy version 1
- Record linked automatically7729b3a2492026-10-19 19:31:28, scoring_agentidentity id MBR-021676, confidence 1, method probabilistic, matched record TPA-51590, policy version 1