Record, CLM, bronze and silver
CLM-403239
Received 2026-03-31T14:18:30Z, line 47,045 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 | — | — | Unchanged |
| Last name | DUNCAN | Duncan | Changed |
| Date of birth | 12/22/1974 | 1974-12-22 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | null | — | Cleared |
| SSN | •••-••-2677 | •••-••-2677 | Unchanged |
| Phone | — | — | Unchanged |
| VALENTINA.DUNCAN32@HOTMAIL.COM | valentina.duncan32@hotmail.com | Changed | |
| Address | 5898 Sunset Blvd | 5898 Sunset Blvd | Unchanged |
| City | San Antonio | San Antonio | Unchanged |
| State | TX·· | TX | Changed |
| ZIP | 78219 | 78219 | Unchanged |
| Group | GRP-5719 | GRP-5719 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.76
- Name key
- valentina|duncan
- Address key
- 5898|sunset|78219
- 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)
- Email lower-casedEmail lower-cased
- 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 |
|---|---|---|---|---|
| TPA-51400 | 0.98 | Scored | — | Auto-linked |
| ENR-104195 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-022070
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Valentina Duncan, 1974-12-22, 3 records, Verified
Evidence
Matched against TPA-51400
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.92 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically8733864da32026-10-22 12:43:54, scoring_agentidentity id MBR-022070, confidence 0.978, method probabilistic, matched record TPA-51400, policy version 1
- Record linked automatically4315e772742026-10-19 19:54:38, scoring_agentidentity id MBR-022070, confidence 0.978, method probabilistic, matched record TPA-51400, policy version 1
- Record linked automatically416febcabe2026-10-19 19:52:09, scoring_agentidentity id MBR-022070, confidence 0.978, method probabilistic, matched record TPA-51400, policy version 1
- Record linked automaticallyb0235e6c642026-10-19 19:45:42, scoring_agentidentity id MBR-022070, confidence 0.978, method probabilistic, matched record TPA-51400, policy version 1
- Record linked automaticallyf262aba5b92026-10-19 19:32:31, scoring_agentidentity id MBR-022070, confidence 0.978, method probabilistic, matched record TPA-51400, policy version 1
- Record linked automaticallyfaba2417442026-10-19 19:31:28, matching_agentidentity id MBR-006758, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104244