Record, CLM, bronze and silver
CLM-418558
Received 2026-08-20T06:19:37Z, line 76,932 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 | lauren | Lauren | Changed |
| Middle | — | — | Unchanged |
| Last name | graham | Graham | Changed |
| Date of birth | 1979-06-03 | 1979-06-03 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-5659 | •••-••-5659 | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | ·7492 JEFFERSON AVE | 7492 Jefferson Ave | Changed |
| City | ·Scottsdale | Scottsdale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85207 | 85207 | Unchanged |
| Group | GRP-2897 | GRP-2897 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- lauren|graham
- Address key
- 7492|jefferson|85207
- Canonical first
- lauren
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- 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-418559 | 0.99 | Scored | — | Auto-linked |
| ENR-124432 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-418557 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023222
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Lauren Graham, 1979-06-03, 4 records, Verified
Evidence
Matched against CLM-418559
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automatically4f6006c4a02026-10-19 19:54:38, scoring_agentidentity id MBR-023222, confidence 0.994, method probabilistic, matched record CLM-418559, policy version 1
- Record linked automaticallya1784fafd62026-10-19 19:52:09, scoring_agentidentity id MBR-023222, confidence 0.994, method probabilistic, matched record CLM-418559, policy version 1
- Record linked automatically4d20a8f1f12026-10-19 19:45:42, scoring_agentidentity id MBR-023222, confidence 0.994, method probabilistic, matched record CLM-418559, policy version 1
- Record linked automaticallyf378ce66d32026-10-19 19:32:31, scoring_agentidentity id MBR-023222, confidence 0.994, method probabilistic, matched record CLM-418559, policy version 1
- Record linked automatically78f3d50ad72026-10-19 19:31:28, matching_agentidentity id MBR-023220, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-124269