Record, CLM, bronze and silver
CLM-431675
Received 2026-03-13T08:03:50Z, line 75,876 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 | jacobs | Jacobs | Changed |
| Date of birth | 1941-04-15 | 1941-04-15 | Unchanged |
| Gender | null | — | Cleared |
| Member ID | - | — | Cleared |
| SSN | •••-••-8922 | •••-••-8922 | Unchanged |
| Phone | (247) 310-6664 | 2473106664 | Parsed |
| — | — | Unchanged | |
| Address | 8862 Bayshore Dr | 8862 Bayshore Dr | Unchanged |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85209 | 85209 | Unchanged |
| Group | GRP-2173 | GRP-2173 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.94
- Name key
- sophia|jacobs
- Address key
- 8862|bayshore|85209
- Canonical first
- sophia
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-141571 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-431676 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006444
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Sophia Jacobs, 1941-04-15, 4 records, Verified
Evidence
Matched against CLM-431676
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 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 automaticallyab55da27ae2026-10-19 19:54:38, matching_agentidentity id MBR-006444, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-431676
- Record linked automatically6ddaa7dd0b2026-10-19 19:52:09, matching_agentidentity id MBR-006444, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-431676
- Record linked automatically92b82bfb002026-10-19 19:45:42, matching_agentidentity id MBR-006444, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-431676
- Record linked automatically01d68eaaca2026-10-19 19:32:31, matching_agentidentity id MBR-006444, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-431676
- Record linked automatically7b77e0d9802026-10-19 19:31:28, matching_agentidentity id MBR-024156, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431676