Record, CLM, bronze and silver
CLM-409582
Received 2026-02-07T15:35:09Z, line 6,877 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 | JENNIFER | Jennifer | Changed |
| Middle | — | — | Unchanged |
| Last name | RILEY | Riley | Changed |
| Date of birth | 04/14/88 | 1988-04-14 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | - | — | Cleared |
| — | — | Unchanged | |
| Address | 4639 Baseline Road | 4639 Baseline Rd | Changed |
| City | JACKSONVILLE | Jacksonville | Changed |
| State | Florida | FL | Changed |
| ZIP | 32286 | 32286 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | medicare-adv-b | MEDICARE-ADV-B | Changed |
- Quality score
- 0.48
- Name key
- jennifer|riley
- Address key
- 4639|baseline|32286
- Canonical first
- jennifer
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- Plan code upper-casedPlan code upper-cased
- 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-409583 | 1.00 | Scored | — | Auto-linked |
| CLM-409584 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-011198
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Jennifer Riley, 1988-04-14, 3 records, Verified
Evidence
Matched against CLM-409583
| 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 automatically7ebb6fd1cc2026-10-19 19:54:38, scoring_agentidentity id MBR-011198, confidence 1, method probabilistic, matched record CLM-409583, policy version 1
- Record linked automaticallyf6875a488b2026-10-19 19:52:09, scoring_agentidentity id MBR-011198, confidence 1, method probabilistic, matched record CLM-409583, policy version 1
- Record linked automaticallya411eb6ca02026-10-19 19:45:42, scoring_agentidentity id MBR-011198, confidence 1, method probabilistic, matched record CLM-409583, policy version 1
- Record linked automaticallyf433ddabdd2026-10-19 19:32:31, scoring_agentidentity id MBR-011198, confidence 1, method probabilistic, matched record CLM-409583, policy version 1
- Record linked automaticallybe8071ebee2026-10-19 19:31:28, matching_agentidentity id MBR-010835, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112644