Record, CLM, bronze and silver
CLM-409613
Received 2026-09-11T03:42:10Z, line 76,287 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | marcus | Marcus | Changed |
| Middle | — | — | Unchanged |
| Last name | jacobs | Jacobs | Changed |
| Date of birth | 2004-09-07 | 2004-09-07 | Unchanged |
| Gender | - | — | Cleared |
| Member ID | UHC-04044-52 | UHC-04044-52 | Unchanged |
| SSN | •••-••-9143 | •••-••-9143 | Unchanged |
| Phone | 378-740-5430 | 3787405430 | Parsed |
| NULL·· | — | Cleared | |
| Address | 3489 Church St | 3489 Church St | Unchanged |
| City | Phoenix·· | Phoenix | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85072-6644 | 85072 | Changed |
| Group | -·· | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.78
- Name key
- marcus|jacobs
- Address key
- 3489|church|85072
- Canonical first
- marcus
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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| TPA-54182 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-039618
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Marcus Jacobs, 2004-09-07, 2 records, Verified
Evidence
Matched against TPA-54182
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically5357c637612026-10-19 19:54:39, matching_agentidentity id MBR-039618, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-54182
- Record linked automaticallye7c265c5832026-10-19 19:52:09, matching_agentidentity id MBR-039618, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-54182
- Record linked automatically7f286b9f082026-10-19 19:45:42, matching_agentidentity id MBR-039618, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-54182
- Record linked automatically9ef52488842026-10-19 19:32:31, matching_agentidentity id MBR-039618, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-54182
- Record linked automatically9e8848b2382026-10-19 19:31:28, scoring_agentidentity id MBR-000135, confidence 0.996, method probabilistic, matched record TPA-54273, policy version 1