Record, CLM, bronze and silver
CLM-410983
Received 2026-06-22T01:26:18Z, line 11,242 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 | LAURA | Laura | Changed |
| Middle | X. | X | Changed |
| Last name | DANIELS | Daniels | Changed |
| Date of birth | 1978-04-28 | 1978-04-28 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 2172 Lincoln Way | 2172 Lincoln Way | Unchanged |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85281 | 85281 | Unchanged |
| Group | GRP-8240 | GRP-8240 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.96
- Name key
- laura|daniels
- Address key
- 2172|lincoln|85281
- Canonical first
- laura
Quality flags
2 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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 |
|---|---|---|---|---|
| PRV-23174 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-035816
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Laura Daniels, 1978-04-28, 2 records, Verified
Evidence
Matched against PRV-23174
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallya3f3b83c452026-10-19 19:54:39, scoring_agentidentity id MBR-035816, confidence 0.925, method probabilistic, matched record PRV-23174, policy version 1
- Record linked automaticallye09b2d05272026-10-19 19:52:09, scoring_agentidentity id MBR-035816, confidence 0.925, method probabilistic, matched record PRV-23174, policy version 1
- Record linked automatically2a76d519b62026-10-19 19:45:42, scoring_agentidentity id MBR-035816, confidence 0.925, method probabilistic, matched record PRV-23174, policy version 1
- Record linked automaticallya877ea65742026-10-19 19:32:31, scoring_agentidentity id MBR-035816, confidence 0.925, method probabilistic, matched record PRV-23174, policy version 1
- Record linked automaticallyd41368dc972026-10-19 19:31:28, matching_agentidentity id MBR-025574, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114560