Record, CLM, bronze and silver
CLM-425653
Received 2026-03-13T06:45:31Z, line 80,374 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 | Anderson, Frank | Frank | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Anderson | Changed |
| Date of birth | 13-02-1985 | 1985-02-13 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-2424 | •••-••-2424 | Unchanged |
| Phone | 12455658832 | 2455658832 | Parsed |
| NULL | — | Cleared | |
| Address | 9725 DESERT SKY BLVD | 9725 Desert Sky Blvd | Changed |
| City | TEMPE | Tempe | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85250 | 85250 | Unchanged |
| Group | GRP-5672 | GRP-5672 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- frank|anderson
- Address key
- 9725|desert sky|85250
- Canonical first
- frank
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- City re-casedCity re-cased to Title Case
- 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-133559 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007078
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Frank Anderson, 1985-02-13, 2 records, Verified
Evidence
Matched against ENR-133559
| 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 automatically6b59b3457a2026-10-19 19:54:38, matching_agentidentity id MBR-007078, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-133559
- Record linked automatically20fa47d7e62026-10-19 19:52:09, matching_agentidentity id MBR-007078, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-133559
- Record linked automatically613b078d8b2026-10-19 19:45:42, matching_agentidentity id MBR-007078, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-133559
- Record linked automaticallyda9b3466bb2026-10-19 19:32:31, matching_agentidentity id MBR-007078, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-133559
- Record linked automatically3874a2f6012026-10-19 19:31:28, scoring_agentidentity id MBR-002450, confidence 1, method probabilistic, matched record CLM-425654, policy version 1