Record, CLM, bronze and silver
CLM-425558
Received 2026-10-08T23:23:01Z, line 56,508 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 | BOBBY | Bobby | Changed |
| Middle | — | — | Unchanged |
| Last name | FISHER | Fisher | Changed |
| Date of birth | 2/16/1947 | 1947-02-16 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-8067 | •••-••-8067 | Unchanged |
| Phone | 4479159806 | 4479159806 | Unchanged |
| — | — | Unchanged | |
| Address | 1197 Ridge Rd | 1197 Ridge Rd | Unchanged |
| City | GLENDALE·· | Glendale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85315 | 85315 | Unchanged |
| Group | GRP-8037·· | GRP-8037 | Changed |
| Plan | — | — | Unchanged |
- Quality score
- 0.90
- Name key
- robert|fisher
- Address key
- 1197|ridge|85315
- Canonical first
- robert
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)
- City re-casedCity re-cased to Title Case
- 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-133435 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-038317
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Bobby Fisher, 1947-02-16, 2 records, Verified
Evidence
Matched against ENR-133435
| 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
6 hash-chained entries for this record
- Record linked automaticallydb019df2f42026-10-22 12:43:55, matching_agentidentity id MBR-038317, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-133435
- Record linked automatically74b3bfc5492026-10-19 19:54:39, matching_agentidentity id MBR-038317, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-133435
- Record linked automaticallyd54fd5bce72026-10-19 19:52:09, matching_agentidentity id MBR-038317, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-133435
- Record linked automaticallyb04b0a36222026-10-19 19:45:42, matching_agentidentity id MBR-038317, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-133435
- Record linked automaticallyd781f4e3f82026-10-19 19:32:31, matching_agentidentity id MBR-038317, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-133435
- Record linked automaticallyf8a56bdd9a2026-10-19 19:31:28, matching_agentidentity id MBR-002096, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-61263