Record, CLM, bronze and silver
CLM-407654
Received 2026-06-23T09:10:01Z, line 39,128 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 | EMMA | Emma | Changed |
| Middle | — | — | Unchanged |
| Last name | GRAHAM | Graham | Changed |
| Date of birth | 1978-09-13 | 1978-09-13 | Unchanged |
| Gender | ·F | F | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | null | — | Cleared |
| Phone | null | — | Cleared |
| emma.graham39@aol.com | emma.graham39@aol.com | Unchanged | |
| Address | 6542 Central Ave | 6542 Central Ave | Unchanged |
| City | GLENDALE·· | Glendale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85306-0123 | 85306 | Changed |
| Group | GRP-6956·· | GRP-6956 | Changed |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- emma|graham
- Address key
- 6542|central|85306
- Canonical first
- emma
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- City re-casedCity re-cased to Title Case
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-407653 | 1.00 | Scored | — | Auto-linked |
| TPA-53353 | 1.00 | Scored | — | Auto-linked |
| PRV-22265 | 1.00 | Scored | — | Auto-linked |
| ENR-110043 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-001126
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Emma Graham, 1978-09-13, 5 records, Verified
Evidence
Matched against CLM-407653
| 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 automatically286c306c2c2026-10-22 12:43:52, scoring_agentidentity id MBR-001126, confidence 1, method probabilistic, matched record CLM-407653, policy version 1
- Record linked automaticallycc1738e7352026-10-19 19:54:38, scoring_agentidentity id MBR-001126, confidence 1, method probabilistic, matched record CLM-407653, policy version 1
- Record linked automaticallyf4939d85622026-10-19 19:52:08, scoring_agentidentity id MBR-001126, confidence 1, method probabilistic, matched record CLM-407653, policy version 1
- Record linked automaticallyba3724ac942026-10-19 19:45:41, scoring_agentidentity id MBR-001126, confidence 1, method probabilistic, matched record CLM-407653, policy version 1
- Record linked automatically0ab9c652632026-10-19 19:32:31, scoring_agentidentity id MBR-001126, confidence 1, method probabilistic, matched record CLM-407653, policy version 1
- Record linked automaticallyfe18406d612026-10-19 19:31:28, matching_agentidentity id MBR-011460, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-110010