Record, CLM, bronze and silver
CLM-408384
Received 2026-08-17T06:31:50Z, line 30,552 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 | Robinson, Joe | Joe | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Robinson | Changed |
| Date of birth | 10/27/1941 | 1941-10-27 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | null | — | Cleared |
| SSN | ·· | — | Unchanged |
| Phone | 2634106889 | 2634106889 | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 5475 Lake View Road | 5475 Lake View Rd | Changed |
| City | Jacksonville | Jacksonville | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | null | — | Cleared |
| Group | — | — | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.52
- Name key
- joseph|robinson
- Address key
- 5475|lake view|jacksonville
- Canonical first
- joseph
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| ENR-111056 | 0.94 | Scored | — | Auto-linked |
| TPA-53675 | 0.93 | Scored | — | Auto-linked |
| TPA-53674 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002293
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Joe Robinson, 1941-10-27, 5 records, Verified
Evidence
Matched against ENR-111056
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically19c2166ecc2026-10-19 19:54:38, scoring_agentidentity id MBR-002293, confidence 0.937, method probabilistic, matched record ENR-111056, policy version 1
- Record linked automaticallya01559868a2026-10-19 19:52:08, scoring_agentidentity id MBR-002293, confidence 0.937, method probabilistic, matched record ENR-111056, policy version 1
- Record linked automatically0021c9c0142026-10-19 19:45:41, scoring_agentidentity id MBR-002293, confidence 0.937, method probabilistic, matched record ENR-111056, policy version 1
- Record linked automaticallya2a5acdb4b2026-10-19 19:32:31, scoring_agentidentity id MBR-002293, confidence 0.937, method probabilistic, matched record ENR-111056, policy version 1
- Record linked automatically81dfe9f40a2026-10-19 19:31:28, matching_agentidentity id MBR-035548, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-111034