Record, CLM, bronze and silver
CLM-407709
Received 2026-06-25T15:46:25Z, line 79,436 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 | MICHELLE | Michelle | Changed |
| Middle | O. | O | Changed |
| Last name | LUNA | Luna | Changed |
| Date of birth | ·7/3/2001 | 2001-07-03 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-4033 | •••-••-4033 | Unchanged |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | 2555 Pine Dr | 2555 Pine Dr | Unchanged |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 90092 | 90092 | Unchanged |
| Group | GRP-5396 | GRP-5396 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.92
- Name key
- michelle|luna
- Address key
- 2555|pine|90092
- Canonical first
- michelle
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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 |
|---|---|---|---|---|
| CLM-407708 | 1.00 | Scored | — | Auto-linked |
| ENR-110122 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-110121 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-034055
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Michelle Luna, 2001-07-03, 4 records, Verified
Evidence
Matched against CLM-407708
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyf4d6744ab22026-10-22 12:43:55, scoring_agentidentity id MBR-034055, confidence 1, method probabilistic, matched record CLM-407708, policy version 1
- Record linked automatically56a130e8e52026-10-19 19:54:39, scoring_agentidentity id MBR-034055, confidence 1, method probabilistic, matched record CLM-407708, policy version 1
- Record linked automatically4cb02ab9382026-10-19 19:52:09, scoring_agentidentity id MBR-034055, confidence 1, method probabilistic, matched record CLM-407708, policy version 1
- Record linked automatically3c3b799a7d2026-10-19 19:45:42, scoring_agentidentity id MBR-034055, confidence 1, method probabilistic, matched record CLM-407708, policy version 1
- Record linked automatically13028042422026-10-19 19:32:31, scoring_agentidentity id MBR-034055, confidence 1, method probabilistic, matched record CLM-407708, policy version 1
- Record linked automaticallyd3978ff4bc2026-10-19 19:31:28, matching_agentidentity id MBR-036007, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407710