Record, CLM, bronze and silver
CLM-406889
Received 2026-07-24T13:39:02Z, line 23,435 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 | PRIYA | Priya | Changed |
| Middle | — | — | Unchanged |
| Last name | COOK | Cook | Changed |
| Date of birth | 1956-08-04·· | 1956-08-04 | Parsed |
| Gender | NULL·· | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | •••-••-0412 | •••-••-0412 | Unchanged |
| Phone | +1 859 390 1606 | 8593901606 | Parsed |
| — | — | Unchanged | |
| Address | 8550 CEDAR LN | 8550 Cedar Ln | Changed |
| City | Eden Prairie | Eden Prairie | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55326 | 55326 | Unchanged |
| Group | GRP-2513 | GRP-2513 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- priya|cook
- Address key
- 8550|cedar|55326
- Canonical first
- priya
Quality flags
6 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
- 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 |
|---|---|---|---|---|
| PRV-22026 | 1.00 | Scored | — | Auto-linked |
| CLM-406887 | 1.00 | Scored | — | Auto-linked |
| ENR-109005 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-406888 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-406890 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006563
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Priya Cook, 1956-08-04, 6 records, Verified
Evidence
Matched against CLM-406887
| 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 automaticallyf5c30f7c872026-10-19 19:54:38, scoring_agentidentity id MBR-006563, confidence 1, method probabilistic, matched record CLM-406887, policy version 1
- Record linked automatically2b189f8b5c2026-10-19 19:52:09, scoring_agentidentity id MBR-006563, confidence 1, method probabilistic, matched record CLM-406887, policy version 1
- Record linked automaticallye83cb36d2e2026-10-19 19:45:42, scoring_agentidentity id MBR-006563, confidence 1, method probabilistic, matched record CLM-406887, policy version 1
- Record linked automatically3d59ecc2c92026-10-19 19:32:31, scoring_agentidentity id MBR-006563, confidence 1, method probabilistic, matched record CLM-406887, policy version 1
- Record linked automatically442abb33092026-10-19 19:31:28, matching_agentidentity id MBR-012764, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-109061