Record, CLM, bronze and silver
CLM-400819
Received 2026-03-12T00:47:22Z, line 83,328 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 | DANIELLE | Danielle | Changed |
| Middle | — | — | Unchanged |
| Last name | SOTO | Soto | Changed |
| Date of birth | Nov 1, 1989 | 1989-11-01 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-26317-10 | UHC-26317-10 | Unchanged |
| SSN | null | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 8873 Sunset Boulevard | 8873 Sunset Blvd | Changed |
| City | Austin | Austin | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 78719 | 78719 | Unchanged |
| Group | null | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.78
- Name key
- danielle|soto
- Address key
- 8873|sunset|78719
- Canonical first
- danielle
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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-20255 | 1.00 | Scored | — | Auto-linked |
| CLM-400818 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-019075
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Danielle Soto, 1989-11-01, 3 records, Verified
Evidence
Matched against PRV-20255
| 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 automatically3ba9e280a32026-10-22 12:43:54, scoring_agentidentity id MBR-019075, confidence 1, method probabilistic, matched record PRV-20255, policy version 1
- Record linked automaticallye72bfae3882026-10-19 19:54:38, scoring_agentidentity id MBR-019075, confidence 1, method probabilistic, matched record PRV-20255, policy version 1
- Record linked automaticallyd8e947ac2f2026-10-19 19:52:09, scoring_agentidentity id MBR-019075, confidence 1, method probabilistic, matched record PRV-20255, policy version 1
- Record linked automatically97f5d5aa342026-10-19 19:45:42, scoring_agentidentity id MBR-019075, confidence 1, method probabilistic, matched record PRV-20255, policy version 1
- Record linked automatically5edd7c26532026-10-19 19:32:31, scoring_agentidentity id MBR-019075, confidence 1, method probabilistic, matched record PRV-20255, policy version 1