Record, CLM, bronze and silver
CLM-407911
Received 2026-07-19T09:34:03Z, line 25,889 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 | Frank | Frank | Unchanged |
| Middle | ···· | — | Unchanged |
| Last name | Franklin | Franklin | Unchanged |
| Date of birth | 11-09-2003 | 2003-09-11 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-0812 | •••-••-0812 | Unchanged |
| Phone | NULL | — | Cleared |
| NULL | — | Cleared | |
| Address | 7574 BROADWAY | 7574 Broadway | Changed |
| City | PHOENIX·· | Phoenix | Changed |
| State | Arizona | AZ | Changed |
| ZIP | 85020 | 85020 | Unchanged |
| Group | GRP-4175 | GRP-4175 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.62
- Name key
- frank|franklin
- Address key
- 7574|broadway|85020
- Canonical first
- frank
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)
- Address re-casedStreet line re-cased and punctuation removed
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| ENR-110428 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-407910 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001621
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Frank Franklin, 2003-09-11, 3 records, Verified
Evidence
Matched against ENR-110428
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically944ccd1ab82026-10-19 19:54:38, matching_agentidentity id MBR-001621, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-110428
- Record linked automatically2d022c99672026-10-19 19:52:08, matching_agentidentity id MBR-001621, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-110428
- Record linked automaticallyedf4a95d1a2026-10-19 19:45:41, matching_agentidentity id MBR-001621, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-110428
- Record linked automatically78aaf2a38f2026-10-19 19:32:31, matching_agentidentity id MBR-001621, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-110428
- Record linked automatically08ed2575492026-10-19 19:31:28, scoring_agentidentity id MBR-004274, confidence 1, method probabilistic, matched record CLM-407912, policy version 1