Record, CLM, bronze and silver
CLM-401619
Received 2026-10-09T16:21:50Z, line 30,392 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 | Unchanged |
| Middle | ···· | — | Unchanged |
| Last name | Fox | Fox | Unchanged |
| Date of birth | 06/20/73·· | 1973-06-20 | Parsed |
| Gender | NULL | — | Cleared |
| Member ID | UHC-96989-32 | UHC-96989-32 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | 5249 Sage Court | 5249 Sage Ct | Changed |
| City | Houston·· | Houston | Changed |
| State | TX | TX | Unchanged |
| ZIP | 77012 | 77012 | Unchanged |
| Group | - | — | Cleared |
| Plan | MEDICARE-ADV-B·· | MEDICARE-ADV-B | Changed |
- Quality score
- 0.66
- Name key
- sophia|fox
- Address key
- 5249|sage|77012
- Canonical first
- sophia
Quality flags
5 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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 |
|---|---|---|---|---|
| CLM-401616 | 1.00 | Scored | — | Auto-linked |
| CLM-401618 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-102111 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-401617 | 0.99 | Rule | D1 member id + dob exact | 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-401616
| 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 automatically86d14a369c2026-10-19 19:54:38, scoring_agentidentity id MBR-001845, confidence 1, method probabilistic, matched record CLM-401616, policy version 1
- Record linked automaticallyd544e5fc7b2026-10-19 19:52:08, scoring_agentidentity id MBR-001845, confidence 1, method probabilistic, matched record CLM-401616, policy version 1
- Record linked automaticallyfd0c266d292026-10-19 19:45:41, scoring_agentidentity id MBR-001845, confidence 1, method probabilistic, matched record CLM-401616, policy version 1
- Record linked automaticallya58a6e37792026-10-19 19:32:31, scoring_agentidentity id MBR-001845, confidence 1, method probabilistic, matched record CLM-401616, policy version 1
- Record linked automaticallyee25fde3742026-10-19 19:31:28, matching_agentidentity id MBR-006873, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401618