Record, CLM, bronze and silver
CLM-401616
Received 2026-03-27T04:07:52Z, line 82,854 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 | ·Sophia | Sophia | Changed |
| Middle | — | — | Unchanged |
| Last name | Fox | Fox | Unchanged |
| Date of birth | 1973-06-20 | 1973-06-20 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | null | — | Cleared |
| SSN | •••-••-8210 | •••-••-8210 | Unchanged |
| Phone | ·498.940.4410 | 4989404410 | Parsed |
| ·- | — | Cleared | |
| Address | 5249 SAGE COURT | 5249 Sage Ct | Changed |
| City | HOUSTON | Houston | Changed |
| State | TX | TX | Unchanged |
| ZIP | ·77012 | 77012 | Changed |
| Group | ···· | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.76
- Name key
- sophia|fox
- Address key
- 5249|sage|77012
- Canonical first
- sophia
Quality flags
6 raised during normalisation
- 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
- City re-casedCity re-cased to Title Case
- 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-401619 | 1.00 | Scored | — | Auto-linked |
| CLM-401617 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-401618 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-102111 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001845
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sophia Fox, 1973-06-20, 5 records, Verified
Evidence
Matched against CLM-401619
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically2b4be382da2026-10-19 19:54:38, scoring_agentidentity id MBR-001845, confidence 1, method probabilistic, matched record CLM-401619, policy version 1
- Record linked automaticallya37a96bf9a2026-10-19 19:52:08, scoring_agentidentity id MBR-001845, confidence 1, method probabilistic, matched record CLM-401619, policy version 1
- Record linked automatically076678ac252026-10-19 19:45:41, scoring_agentidentity id MBR-001845, confidence 1, method probabilistic, matched record CLM-401619, policy version 1
- Record linked automaticallydc25efcc992026-10-19 19:32:31, scoring_agentidentity id MBR-001845, confidence 1, method probabilistic, matched record CLM-401619, policy version 1