Record, CLM, bronze and silver
CLM-431674
Received 2026-05-29T19:48:38Z, line 26,924 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 | M | M | Unchanged |
| Member ID | UHC-74205-24 | UHC-74205-24 | Unchanged |
| SSN | •••-••-8922 | •••-••-8922 | Parsed |
| Phone | (247) 310-6664 | 2473106664 | Parsed |
| - | — | Cleared | |
| Address | 8862 Bayshore Drive | 8862 Bayshore Dr | Changed |
| City | Mesa | Mesa | Unchanged |
| State | ·AZ | AZ | Changed |
| ZIP | 85209 | 85209 | Unchanged |
| Group | GRP-2173 | GRP-2173 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.62
- Name key
- sophia|jacobs
- Address key
- 8862|bayshore|85209
- Canonical first
- sophia
Quality flags
7 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
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- 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 |
|---|---|---|---|---|
| ENR-141571 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-431676 | 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-431676
| 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 automatically1dad9d9fdf2026-10-19 19:54:38, matching_agentidentity id MBR-006444, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431676
- Record linked automaticallya03158b6a92026-10-19 19:52:09, matching_agentidentity id MBR-006444, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431676
- Record linked automatically781df6cc3f2026-10-19 19:45:42, matching_agentidentity id MBR-006444, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431676
- Record linked automatically4e51b4d0692026-10-19 19:32:31, matching_agentidentity id MBR-006444, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431676
- Record linked automatically92e692f7be2026-10-19 19:31:28, matching_agentidentity id MBR-029801, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141804