Record, CLM, bronze and silver
CLM-405970
Received 2026-03-15T11:37:38Z, line 3,181 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 | LARRY | Larry | Changed |
| Middle | — | — | Unchanged |
| Last name | BOWMAN | Bowman | Changed |
| Date of birth | 10/22/1973 | 1973-10-22 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-3001 | •••-••-3001 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| — | — | Unchanged | |
| Address | 1972 Valley View Dr·· | 1972 Valley View Dr | Changed |
| City | San Diego·· | San Diego | Changed |
| State | CA | CA | Unchanged |
| ZIP | ·· | — | Unchanged |
| Group | — | — | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- larry|bowman
- Address key
- 1972|valley view|san diego
- Canonical first
- larry
Quality flags
6 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)
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| CLM-405969 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-107866 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-52654 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019835
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Larry Bowman, 1973-10-22, 4 records, Verified
Evidence
Matched against CLM-405969
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically7c806fdf3d2026-10-19 19:54:38, matching_agentidentity id MBR-019835, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-405969
- Record linked automaticallybec9d673672026-10-19 19:52:09, matching_agentidentity id MBR-019835, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-405969
- Record linked automatically3e67fb6fe82026-10-19 19:45:42, matching_agentidentity id MBR-019835, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-405969
- Record linked automaticallyba7c08009f2026-10-19 19:32:31, matching_agentidentity id MBR-019835, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-405969
- Record linked automatically1739874e102026-10-19 19:31:28, matching_agentidentity id MBR-024255, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-405971