Record, CLM , bronze and silver
CLM-417745
Received 2026-02-06T22:36:14Z, line 46,510 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | RUTH | Ruth | Changed |
| Middle | O | O | Unchanged |
| Last name | ·CRAWFORD | Crawford | Changed |
| Date of birth | 12/23/1964 | 1964-12-23 | Parsed |
| Gender | ·F | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-8287 | •••-••-8287 | Unchanged |
| Phone | NULL | — | Cleared |
| — | — | Unchanged | |
| Address | 4074 Palm Dr | 4074 Palm Dr | Unchanged |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85262 | 85262 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | navigate-hmo | NAVIGATE-HMO | Changed |
- Quality score
- 0.90
- Name key
- ruth|crawford
- Address key
- 4074|palm|85262
- Canonical first
- ruth
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Plan code upper-casedPlan code upper-cased
- 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-123365 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-011006
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Ruth Crawford, 1964-12-23, 2 records, Verified
Evidence
Matched against ENR-123365
| 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
6 hash-chained entries for this record
- Record linked automaticallyf4a2cda2f62026-10-22 12:43:54, matching_agentidentity id MBR-011006, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123365
- Record linked automaticallyb1be2cca332026-10-19 19:54:38, matching_agentidentity id MBR-011006, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123365
- Record linked automatically2c0b2b1a2d2026-10-19 19:52:09, matching_agentidentity id MBR-011006, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123365
- Record linked automaticallyf5c9beafe62026-10-19 19:45:42, matching_agentidentity id MBR-011006, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123365
- Record linked automatically8eba7c309f2026-10-19 19:32:31, matching_agentidentity id MBR-011006, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123365
- Record linked automatically77a3ff1a2a2026-10-19 19:31:28, scoring_agentidentity id MBR-021890, confidence 1, method probabilistic, matched record TPA-57753, policy version 1