Record, CLM, bronze and silver
CLM-422109
Received 2026-06-07T07:15:13Z, line 12,937 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 | EIMLY | Eimly | Changed |
| Middle | C. | C | Changed |
| Last name | BENNETT | Bennett | Changed |
| Date of birth | 02/04/81 | 1981-02-04 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-0952 | •••-••-0952 | Unchanged |
| Phone | (398) 664-2803 | 3986642803 | Parsed |
| NULL | — | Cleared | |
| Address | 5579 LAKE VIEW RD | 5579 Lake View Rd | Changed |
| City | FRESNO | Fresno | Changed |
| State | CA | CA | Unchanged |
| ZIP | 93723 | 93723 | Unchanged |
| Group | GRP-5277 | GRP-5277 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.62
- Name key
- eimly|bennett
- Address key
- 5579|lake view|93723
- Canonical first
- eimly
Quality flags
7 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
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- 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 |
|---|---|---|---|---|
| PRV-26528 | 0.99 | Scored | — | Auto-linked |
| CLM-422111 | 0.98 | Scored | — | Auto-linked |
| ENR-128965 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-422110 | 0.92 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010313
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Emily Bennett, 1981-02-04, 5 records, Verified
Evidence
Matched against PRV-26528
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically069ad6d2602026-10-22 12:43:54, scoring_agentidentity id MBR-010313, confidence 0.992, method probabilistic, matched record PRV-26528, policy version 1
- Record linked automaticallya871420ccb2026-10-19 19:54:38, scoring_agentidentity id MBR-010313, confidence 0.992, method probabilistic, matched record PRV-26528, policy version 1
- Record linked automatically0a9778c97f2026-10-19 19:52:09, scoring_agentidentity id MBR-010313, confidence 0.992, method probabilistic, matched record PRV-26528, policy version 1
- Record linked automatically51ed2a54a12026-10-19 19:45:42, scoring_agentidentity id MBR-010313, confidence 0.992, method probabilistic, matched record PRV-26528, policy version 1
- Record linked automaticallyf6bb93da222026-10-19 19:32:31, scoring_agentidentity id MBR-010313, confidence 0.992, method probabilistic, matched record PRV-26528, policy version 1
- Record linked automaticallya426eb5f902026-10-19 19:31:28, matching_agentidentity id MBR-023482, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-129077