Record, CLM, bronze and silver
CLM-430098
Received 2026-01-08T12:27:50Z, line 14,870 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 | VALENTINA | Valentina | Changed |
| Middle | X | X | Unchanged |
| Last name | WILLIAMS | Williams | Changed |
| Date of birth | ·21-09-1982 | 1982-09-21 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | null | — | Cleared |
| SSN | •••-••-8991 | •••-••-8991 | Unchanged |
| Phone | null·· | — | Cleared |
| null | — | Cleared | |
| Address | 8185 MESA DR | 8185 Mesa Dr | Changed |
| City | Columbus | Columbus | Unchanged |
| State | OH | OH | Unchanged |
| ZIP | 43287 | 43287 | Unchanged |
| Group | GRP-7325 | GRP-7325 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.76
- Name key
- valentina|williams
- Address key
- 8185|mesa|43287
- Canonical first
- valentina
Quality flags
6 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
- 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-28809 | 1.00 | Scored | — | Auto-linked |
| PRV-28810 | 1.00 | Scored | — | Auto-linked |
| ENR-139481 | 1.00 | Scored | — | Auto-linked |
| ENR-139482 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-430097 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-002396
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Valentina Williams, 1982-09-21, 6 records, Verified
Evidence
Matched against PRV-28809
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically41d7c4b8772026-10-22 12:43:53, scoring_agentidentity id MBR-002396, confidence 1, method probabilistic, matched record PRV-28809, policy version 1
- Record linked automatically59196f48e42026-10-19 19:54:38, scoring_agentidentity id MBR-002396, confidence 1, method probabilistic, matched record PRV-28809, policy version 1
- Record linked automaticallye4e60229c12026-10-19 19:52:08, scoring_agentidentity id MBR-002396, confidence 1, method probabilistic, matched record PRV-28809, policy version 1
- Record linked automatically81035c29842026-10-19 19:45:41, scoring_agentidentity id MBR-002396, confidence 1, method probabilistic, matched record PRV-28809, policy version 1
- Record linked automaticallyab914043412026-10-19 19:32:31, scoring_agentidentity id MBR-002396, confidence 1, method probabilistic, matched record PRV-28809, policy version 1
- Record linked automatically2e10b328f32026-10-19 19:31:28, scoring_agentidentity id MBR-001906, confidence 1, method probabilistic, matched record CLM-430097, policy version 1