Record, CLM, bronze and silver
CLM-422414
Received 2026-08-14T13:08:20Z, line 6,066 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 | Gary | Gary | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Espinoza | Espinoza | Unchanged |
| Date of birth | 1942-02-25 | 1942-02-25 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-09582-44 | UHC-09582-44 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 14234665072 | 4234665072 | Parsed |
| NULL | — | Cleared | |
| Address | 8150 Mesa Drive | 8150 Mesa Dr | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | null | — | Cleared |
| Group | GRP-3386 | GRP-3386 | Unchanged |
| Plan | choice-plus-ppo | CHOICE-PLUS-PPO | Changed |
- Quality score
- 0.50
- Name key
- gary|espinoza
- Address key
- 8150|mesa|mesa
- Canonical first
- gary
Quality flags
7 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- ZIP missingStreet address present but no ZIP supplied
- Gender normalisedGender mapped to F or M from a longer or variant value
- Plan code upper-casedPlan code upper-cased
- 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-422415 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-422416 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-041505
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Gary Espinoza, 1942-02-25, 3 records, Verified
Evidence
Matched against CLM-422415
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 0.00 | 2.0 | different |
Audit
5 hash-chained entries for this record
- Record linked automatically218dcc83192026-10-19 19:54:39, matching_agentidentity id MBR-041505, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422415
- Record linked automatically2a3eec3d2d2026-10-19 19:52:09, matching_agentidentity id MBR-041505, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422415
- Record linked automaticallycd2994e7832026-10-19 19:45:42, matching_agentidentity id MBR-041505, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422415
- Record linked automaticallyc2c46e9d262026-10-19 19:32:31, matching_agentidentity id MBR-041505, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422415
- Record linked automaticallye20a5806f22026-10-19 19:31:28, scoring_agentidentity id MBR-009663, confidence 1, method probabilistic, matched record CLM-422415, policy version 1