Record, CLM, bronze and silver
CLM-416305
Received 2026-08-15T08:44:40Z, line 72,793 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 | Unchanged |
| Middle | W | W | Unchanged |
| Last name | Dunn | Dunn | Unchanged |
| Date of birth | 05/17/91 | 1991-05-17 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-73734-03 | UHC-73734-03 | Unchanged |
| SSN | •••-••-1920 | •••-••-1920 | Unchanged |
| Phone | 4682295174 | 4682295174 | Unchanged |
| laura.dunn20@icloud.com | laura.dunn20@icloud.com | Unchanged | |
| Address | 7113 Central Ave | 7113 Central Ave | Unchanged |
| City | Atlanta | Atlanta | Unchanged |
| State | GA | GA | Unchanged |
| ZIP | 30375 | 30375 | Unchanged |
| Group | GRP-4061 | GRP-4061 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.84
- Name key
- laura|dunn
- Address key
- 7113|central|30375
- Canonical first
- laura
Quality flags
2 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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-416306 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-57158 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-027618
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Laura Dunn, 1991-05-17, 3 records, Verified
Evidence
Matched against TPA-57158
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically2445478b0f2026-10-19 19:54:38, scoring_agentidentity id MBR-027618, confidence 0.99, method probabilistic, matched record TPA-57158, policy version 1
- Record linked automatically71dafd33802026-10-19 19:52:09, scoring_agentidentity id MBR-027618, confidence 0.99, method probabilistic, matched record TPA-57158, policy version 1
- Record linked automaticallyf36d6a5f4c2026-10-19 19:45:42, scoring_agentidentity id MBR-027618, confidence 0.99, method probabilistic, matched record TPA-57158, policy version 1
- Record linked automatically20f1056d2b2026-10-19 19:32:31, scoring_agentidentity id MBR-027618, confidence 0.99, method probabilistic, matched record TPA-57158, policy version 1
- Record linked automaticallyf5678e97392026-10-19 19:31:28, scoring_agentidentity id MBR-023328, confidence 1, method probabilistic, matched record CLM-416304, policy version 1