Record, CLM, bronze and silver
CLM-429530
Received 2026-01-11T08:30:14Z, line 11,008 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 | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Duncan | Duncan | Unchanged |
| Date of birth | 12/15/2007 | 2007-12-15 | Parsed |
| Gender | ·Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 15717007966·· | 5717007966 | Parsed |
| UNKNOWN·· | — | Cleared | |
| Address | 5071 Maple Avenue | 5071 Maple Ave | Changed |
| City | Minneapolis | Minneapolis | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55411 | 55411 | Unchanged |
| Group | GRP-7611·· | GRP-7611 | Changed |
| Plan | MEDICARE-ADV-A·· | MEDICARE-ADV-A | Changed |
- Quality score
- 0.62
- Name key
- valentina|duncan
- Address key
- 5071|maple|55411
- Canonical first
- valentina
Quality flags
7 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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-63056 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003328
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Valentina Duncan, 2007-12-15, 2 records, Verified
Evidence
Matched against TPA-63056
| 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 automatically4fcd0b91872026-10-22 12:43:53, scoring_agentidentity id MBR-003328, confidence 1, method probabilistic, matched record TPA-63056, policy version 1
- Record linked automatically5c29dbef402026-10-19 19:54:38, scoring_agentidentity id MBR-003328, confidence 1, method probabilistic, matched record TPA-63056, policy version 1
- Record linked automaticallyb3829268ee2026-10-19 19:52:08, scoring_agentidentity id MBR-003328, confidence 1, method probabilistic, matched record TPA-63056, policy version 1
- Record linked automaticallya157a7b12b2026-10-19 19:45:41, scoring_agentidentity id MBR-003328, confidence 1, method probabilistic, matched record TPA-63056, policy version 1
- Record linked automatically6996a4f5982026-10-19 19:32:31, scoring_agentidentity id MBR-003328, confidence 1, method probabilistic, matched record TPA-63056, policy version 1
- Record linked automatically72102edb972026-10-19 19:31:28, scoring_agentidentity id MBR-005750, confidence 0.908, method probabilistic, matched record ENR-138994, policy version 1