Record, CLM, bronze and silver
CLM-431032
Received 2026-10-15T20:38:10Z, line 18,171 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 | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Snyder | Snyder | Unchanged |
| Date of birth | 08/01/56 | 1956-08-01 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | null | — | Cleared |
| — | — | Unchanged | |
| Address | 4984 LINCOLN WAY | 4984 Lincoln Way | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85266 | 85266 | Unchanged |
| Group | — | — | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.68
- Name key
- lauren|snyder
- Address key
- 4984|lincoln|85266
- Canonical first
- lauren
Quality flags
4 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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-431033 | 1.00 | Scored | — | Auto-linked |
| ENR-140760 | 1.00 | Scored | — | Auto-linked |
| PRV-29072 | 1.00 | Scored | — | Auto-linked |
| CLM-431034 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-018943
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lauren Snyder, 1956-08-01, 5 records, Verified
Evidence
Matched against CLM-431033
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automatically1a94b3d8f02026-10-19 19:54:38, scoring_agentidentity id MBR-018943, confidence 1, method probabilistic, matched record CLM-431033, policy version 1
- Record linked automaticallyeeda33520c2026-10-19 19:52:09, scoring_agentidentity id MBR-018943, confidence 1, method probabilistic, matched record CLM-431033, policy version 1
- Record linked automatically5f3a0de1162026-10-19 19:45:42, scoring_agentidentity id MBR-018943, confidence 1, method probabilistic, matched record CLM-431033, policy version 1
- Record linked automaticallybf2910a7332026-10-19 19:32:31, scoring_agentidentity id MBR-018943, confidence 1, method probabilistic, matched record CLM-431033, policy version 1
- Record linked automatically16251524af2026-10-19 19:31:28, matching_agentidentity id MBR-023448, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-140942