Record, CLM, bronze and silver
CLM-401617
Received 2026-09-18T00:12:20Z, line 85,323 of the CLM feed
CLMRule
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 | 20-06-1973 | 1973-06-20 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC9698932 | UHC-96989-32 | Parsed |
| SSN | •••-••-8210 | •••-••-8210 | Parsed |
| Phone | UNKNOWN | — | Cleared |
| ···· | — | Unchanged | |
| Address | 5249 SAGE CT | 5249 Sage Ct | Changed |
| City | Houston | Houston | Unchanged |
| State | TX·· | TX | Changed |
| ZIP | 77012 | 77012 | Unchanged |
| Group | GRP-8155 | GRP-8155 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.62
- Name key
- sophia|fox
- Address key
- 5249|sage|77012
- Canonical first
- sophia
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)
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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 |
|---|---|---|---|---|
| CLM-401619 | 0.99 | Rule | D1 member id + dob exact | 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-401616 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001845
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Sophia Fox, 1973-06-20, 5 records, Verified
Evidence
Matched against CLM-401618
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically920c004adf2026-10-19 19:54:38, matching_agentidentity id MBR-001845, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401618
- Record linked automatically6039e782792026-10-19 19:52:08, matching_agentidentity id MBR-001845, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401618
- Record linked automaticallyb6111da1052026-10-19 19:45:41, matching_agentidentity id MBR-001845, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401618
- Record linked automaticallycb919e3a9c2026-10-19 19:32:31, matching_agentidentity id MBR-001845, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401618
- Record linked automatically52c04b68a22026-10-19 19:31:28, matching_agentidentity id MBR-006873, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401618