Record, CLM, bronze and silver
CLM-415435
Received 2026-10-11T13:00:20Z, line 34,270 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 | MATTHEW | Matthew | Changed |
| Middle | — | — | Unchanged |
| Last name | GILBERT | Gilbert | Changed |
| Date of birth | 1950-10-25 | 1950-10-25 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-74569-95 | UHC-74569-95 | Unchanged |
| SSN | •••-••-2826 | •••-••-2826 | Unchanged |
| Phone | 716-942-1920 | 7169421920 | Parsed |
| null | — | Cleared | |
| Address | 8101 Bayshore Drive | 8101 Bayshore Dr | Changed |
| City | San Diego | San Diego | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 92198 | 92198 | Unchanged |
| Group | GRP-4799 | GRP-4799 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.78
- Name key
- matthew|gilbert
- Address key
- 8101|bayshore|92198
- Canonical first
- matthew
Quality flags
5 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
- 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-24552 | 1.00 | Scored | — | Auto-linked |
| ENR-120325 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-415436 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-014534
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Matthew Gilbert, 1950-10-25, 4 records, Verified
Evidence
Matched against PRV-24552
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
4 hash-chained entries for this record
- Record linked automatically93c29b1f2a2026-10-19 19:54:38, scoring_agentidentity id MBR-014534, confidence 0.996, method probabilistic, matched record PRV-24552, policy version 1
- Record linked automatically08de7b98282026-10-19 19:52:09, scoring_agentidentity id MBR-014534, confidence 0.996, method probabilistic, matched record PRV-24552, policy version 1
- Record linked automatically70482364ce2026-10-19 19:45:42, scoring_agentidentity id MBR-014534, confidence 0.996, method probabilistic, matched record PRV-24552, policy version 1
- Record linked automatically414dcd93222026-10-19 19:32:31, scoring_agentidentity id MBR-014534, confidence 0.996, method probabilistic, matched record PRV-24552, policy version 1