Record, CLM, bronze and silver
CLM-414412
Received 2026-03-01T08:33:34Z, line 44,541 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 | bobby | Bobby | Changed |
| Middle | — | — | Unchanged |
| Last name | sandoval | Sandoval | Changed |
| Date of birth | 1998-07-13 | 1998-07-13 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | UHC-35265-34 | UHC-35265-34 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 605-872-8763 | 6058728763 | Parsed |
| bobby.sandoval@gmail.com | bobby.sandoval@gmail.com | Unchanged | |
| Address | 8161 Ocean Ave | 8161 Ocean Ave | Unchanged |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85298 | 85298 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.94
- Name key
- robert|sandoval
- Address key
- 8161|ocean|85298
- Canonical first
- robert
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-414413 | 1.00 | Scored | — | Auto-linked |
| ENR-118981 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-016676
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Bobby Sandoval, 1998-07-13, 3 records, Verified
Evidence
Matched against CLM-414413
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically52f389756d2026-10-22 12:43:54, scoring_agentidentity id MBR-016676, confidence 1, method probabilistic, matched record CLM-414413, policy version 1
- Record linked automatically4b3f2b12632026-10-19 19:54:38, scoring_agentidentity id MBR-016676, confidence 1, method probabilistic, matched record CLM-414413, policy version 1
- Record linked automaticallyf14e4382ba2026-10-19 19:52:09, scoring_agentidentity id MBR-016676, confidence 1, method probabilistic, matched record CLM-414413, policy version 1
- Record linked automaticallyea2e6feeab2026-10-19 19:45:42, scoring_agentidentity id MBR-016676, confidence 1, method probabilistic, matched record CLM-414413, policy version 1
- Record linked automaticallydf8afb6a162026-10-19 19:32:31, scoring_agentidentity id MBR-016676, confidence 1, method probabilistic, matched record CLM-414413, policy version 1
- Record linked automatically5ba8645d2d2026-10-19 19:31:28, scoring_agentidentity id MBR-013198, confidence 0.925, method probabilistic, matched record ENR-118893, policy version 1