Record, CLM, bronze and silver
CLM-424752
Received 2026-10-18T22:10:57Z, line 46,279 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 | ·HAROLD | Harold | Changed |
| Middle | — | — | Unchanged |
| Last name | RIOS | Rios | Changed |
| Date of birth | 1982-09-28 | 1982-09-28 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-13868-34 | UHC-13868-34 | Unchanged |
| SSN | null | — | Cleared |
| Phone | (482) 956-3325 | 4829563325 | Parsed |
| harold.rios@icloud.com | harold.rios@icloud.com | Unchanged | |
| Address | 2214 HARBOR BLVD | 2214 Harbor Blvd | Changed |
| City | Minneapolis | Minneapolis | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55447 | 55447 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.76
- Name key
- harold|rios
- Address key
- 2214|harbor|55447
- Canonical first
- harold
Quality flags
6 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
- 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 |
|---|---|---|---|---|
| CLM-424753 | 1.00 | Scored | — | Auto-linked |
| PRV-27275 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-132320 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-014264
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Harold Rios, 1982-09-28, 4 records, Verified
Evidence
Matched against CLM-424753
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically0f4c7c3e112026-10-19 19:54:38, scoring_agentidentity id MBR-014264, confidence 1, method probabilistic, matched record CLM-424753, policy version 1
- Record linked automatically68a92af6a02026-10-19 19:52:09, scoring_agentidentity id MBR-014264, confidence 1, method probabilistic, matched record CLM-424753, policy version 1
- Record linked automatically30f62f70062026-10-19 19:45:42, scoring_agentidentity id MBR-014264, confidence 1, method probabilistic, matched record CLM-424753, policy version 1
- Record linked automatically44c8dc80122026-10-19 19:32:31, scoring_agentidentity id MBR-014264, confidence 1, method probabilistic, matched record CLM-424753, policy version 1
- Record linked automatically56b63e177f2026-10-19 19:31:28, scoring_agentidentity id MBR-004390, confidence 1, method probabilistic, matched record CLM-424753, policy version 1