Record, CLM, bronze and silver
CLM-412926
Received 2026-09-03T07:03:25Z, line 76,958 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | COOPER | Cooper | Changed |
| Middle | — | — | Unchanged |
| Last name | SHARON | Sharon | Changed |
| Date of birth | 1985-01-14 | 1985-01-14 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | null | — | Cleared |
| Phone | 8854771235 | 8854771235 | Unchanged |
| ·NULL | — | Cleared | |
| Address | 2375 Lincoln Way | 2375 Lincoln Way | Unchanged |
| City | Fresno | Fresno | Unchanged |
| State | California | CA | Changed |
| ZIP | ·93771 | 93771 | Changed |
| Group | — | — | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.80
- Name key
- cooper|sharon
- Address key
- 2375|lincoln|93771
- Canonical first
- cooper
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-412927 | 0.98 | Scored | — | Auto-linked |
| ENR-116980 | 0.92 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-007657
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Sharon Cooper, 1985-01-14, 3 records, Verified
Evidence
Matched against CLM-412927
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyb887d2cb352026-10-22 12:43:54, scoring_agentidentity id MBR-007657, confidence 0.984, method probabilistic, matched record CLM-412927, policy version 1
- Record linked automaticallye85b8dce672026-10-19 19:54:38, scoring_agentidentity id MBR-007657, confidence 0.984, method probabilistic, matched record CLM-412927, policy version 1
- Record linked automaticallyf122493e832026-10-19 19:52:09, scoring_agentidentity id MBR-007657, confidence 0.984, method probabilistic, matched record CLM-412927, policy version 1
- Record linked automatically25c78018b92026-10-19 19:45:42, scoring_agentidentity id MBR-007657, confidence 0.984, method probabilistic, matched record CLM-412927, policy version 1
- Record linked automatically4e676a1bdc2026-10-19 19:32:31, scoring_agentidentity id MBR-007657, confidence 0.984, method probabilistic, matched record CLM-412927, policy version 1
- Record linked automaticallyf52e2d9b752026-10-19 19:31:28, matching_agentidentity id MBR-023268, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117081