Record, CLM, bronze and silver
CLM-420916
Received 2026-08-03T13:50:23Z, line 79,189 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 | janice | Janice | Changed |
| Middle | — | — | Unchanged |
| Last name | sandoval | Sandoval | Changed |
| Date of birth | 2003-12-23 | 2003-12-23 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-1239 | •••-••-1239 | Unchanged |
| Phone | — | — | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 8538 Highland Avenue | 8538 Highland Ave | Changed |
| City | Orlando | Orlando | Unchanged |
| State | ·FL | FL | Changed |
| ZIP | 32852 | 32852 | Unchanged |
| Group | GRP-4962 | GRP-4962 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.78
- Name key
- janice|sandoval
- Address key
- 8538|highland|32852
- Canonical first
- janice
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- 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 |
|---|---|---|---|---|
| PRV-26181 | 1.00 | Scored | — | Auto-linked |
| ENR-127504 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-127503 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-59194 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-014644
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Janice Sandoval, 2003-12-23, 5 records, Verified
Evidence
Matched against PRV-26181
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallybb20a24db92026-10-19 19:54:38, scoring_agentidentity id MBR-014644, confidence 1, method probabilistic, matched record PRV-26181, policy version 1
- Record linked automaticallya534e399c12026-10-19 19:52:09, scoring_agentidentity id MBR-014644, confidence 1, method probabilistic, matched record PRV-26181, policy version 1
- Record linked automatically50f349910d2026-10-19 19:45:42, scoring_agentidentity id MBR-014644, confidence 1, method probabilistic, matched record PRV-26181, policy version 1
- Record linked automaticallyf3a7c2ebe12026-10-19 19:32:31, scoring_agentidentity id MBR-014644, confidence 1, method probabilistic, matched record PRV-26181, policy version 1
- Record linked automatically2eef00cff12026-10-19 19:31:28, matching_agentidentity id MBR-032000, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-420919