Record, CLM, bronze and silver
CLM-431676
Received 2026-01-21T17:07:09Z, line 45,996 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 | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Jacobs | Jacobs | Unchanged |
| Date of birth | 1941-04-15 | 1941-04-15 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-74205-24 | UHC-74205-24 | Unchanged |
| SSN | •••-••-8922 | •••-••-8922 | Unchanged |
| Phone | (247) 310-6664 | 2473106664 | Parsed |
| NULL | — | Cleared | |
| Address | 8862 BAYSHORE DRIVE #497·· | 8862 Bayshore Dr # 497 | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85209 | 85209 | Unchanged |
| Group | GRP-2173 | GRP-2173 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.66
- Name key
- sophia|jacobs
- Address key
- 8862|bayshore|85209
- Canonical first
- sophia
Quality flags
5 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- 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-431674 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-141571 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-431675 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006444
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Sophia Jacobs, 1941-04-15, 4 records, Verified
Evidence
Matched against CLM-431674
| 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 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd75c6097712026-10-19 19:54:38, matching_agentidentity id MBR-006444, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431674
- Record linked automatically3543081dc22026-10-19 19:52:09, matching_agentidentity id MBR-006444, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431674
- Record linked automatically4925a750a02026-10-19 19:45:42, matching_agentidentity id MBR-006444, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431674
- Record linked automaticallyb8e21021772026-10-19 19:32:31, matching_agentidentity id MBR-006444, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431674
- Record linked automatically35c5d958592026-10-19 19:31:28, matching_agentidentity id MBR-024156, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431675