Record, CLM, bronze and silver
CLM-429508
Received 2026-06-13T13:10:50Z, line 80,279 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 | Betty | Betty | Unchanged |
| Middle | ···· | — | Unchanged |
| Last name | Marshall | Marshall | Unchanged |
| Date of birth | 1957-11-08 | 1957-11-08 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | null | — | Cleared |
| SSN | •••-••-1114 | •••-••-1114 | Unchanged |
| Phone | 9419199010 | 9419199010 | Unchanged |
| — | — | Unchanged | |
| Address | 9766 Mesa Dr | 9766 Mesa Dr | Unchanged |
| City | GILBERT | Gilbert | Changed |
| State | az·· | AZ | Changed |
| ZIP | 85212 | 85212 | Unchanged |
| Group | GRP-1089 | GRP-1089 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.92
- Name key
- betty|marshall
- Address key
- 9766|mesa|85212
- Canonical first
- betty
Quality flags
4 raised during normalisation
- City re-casedCity re-cased to Title Case
- State code upper-casedTwo-letter state code upper-cased
- 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 |
|---|---|---|---|---|
| TPA-63049 | 1.00 | Scored | — | Auto-linked |
| TPA-63048 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-429509 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-034756
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Betty Marshall, 1957-11-08, 4 records, Verified
Evidence
Matched against TPA-63049
| 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 automaticallyd7291140cd2026-10-19 19:54:39, scoring_agentidentity id MBR-034756, confidence 1, method probabilistic, matched record TPA-63049, policy version 1
- Record linked automatically10eb407c9a2026-10-19 19:52:09, scoring_agentidentity id MBR-034756, confidence 1, method probabilistic, matched record TPA-63049, policy version 1
- Record linked automatically42fd4fd0212026-10-19 19:45:42, scoring_agentidentity id MBR-034756, confidence 1, method probabilistic, matched record TPA-63049, policy version 1
- Record linked automatically846d6b60dd2026-10-19 19:32:31, scoring_agentidentity id MBR-034756, confidence 1, method probabilistic, matched record TPA-63049, policy version 1
- Record linked automatically0c2dbc70682026-10-19 19:31:28, scoring_agentidentity id MBR-004416, confidence 1, method probabilistic, matched record PRV-28669, policy version 1