Record, CLM, bronze and silver
CLM-416597
Received 2026-06-22T12:19:40Z, line 67,297 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 | JAMES | James | Changed |
| Middle | — | — | Unchanged |
| Last name | ROAJS·· | Roajs | Changed |
| Date of birth | 1946-10-27 | 1946-10-27 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | ···· | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (314) 826-0850 | 3148260850 | Parsed |
| N/A | — | Cleared | |
| Address | N/A | — | Cleared |
| City | NULL | — | Cleared |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-4226 | GRP-4226 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.92
- Name key
- james|roajs
- Address key
- —
- Canonical first
- james
Quality flags
4 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
- 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 |
|---|---|---|---|---|
| ENR-121808 | 0.99 | Scored | — | Auto-linked |
| CLM-416596 | 0.99 | Scored | — | Auto-linked |
| CLM-416595 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-027880
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: James Rojas, 1946-10-27, 4 records, Verified
Evidence
Matched against CLM-416595
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyc49735d1f02026-10-22 12:43:54, scoring_agentidentity id MBR-027880, confidence 0.987, method probabilistic, matched record CLM-416595, policy version 1
- Record linked automatically10c1faf2e72026-10-19 19:54:38, scoring_agentidentity id MBR-027880, confidence 0.987, method probabilistic, matched record CLM-416595, policy version 1
- Record linked automatically51ae66b06a2026-10-19 19:52:09, scoring_agentidentity id MBR-027880, confidence 0.987, method probabilistic, matched record CLM-416595, policy version 1
- Record linked automaticallyc14d973aae2026-10-19 19:45:42, scoring_agentidentity id MBR-027880, confidence 0.987, method probabilistic, matched record CLM-416595, policy version 1
- Record linked automatically5310884c3f2026-10-19 19:32:31, scoring_agentidentity id MBR-027880, confidence 0.987, method probabilistic, matched record CLM-416595, policy version 1
- Record linked automatically612fe098f62026-10-19 19:31:28, matching_agentidentity id MBR-005559, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121740