Record, CLM, bronze and silver
CLM-428688
Received 2026-07-19T05:16:39Z, line 20,437 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 | Wang, Isabella | Isabella | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Wang | Changed |
| Date of birth | 1990-00-86 | — | Cleared |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | null | — | Cleared |
| isabella.wang@icloud.com | isabella.wang@icloud.com | Unchanged | |
| Address | 600 Church St | 600 Church St | Unchanged |
| City | Minneapolis | Minneapolis | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | ·55433-2794 | 55433 | Changed |
| Group | GRP-6254·· | GRP-6254 | Changed |
| Plan | navigate-hmo | NAVIGATE-HMO | Changed |
- Quality score
- 0.52
- Name key
- isabella|wang
- Address key
- 600|church|55433
- Canonical first
- isabella
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth unreadableDate of birth did not match any known format or was out of range; cleared
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- Plan code upper-casedPlan 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-62688 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020756
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Isabella Wang, 1990-08-06, 2 records, Verified
Evidence
Matched against TPA-62688
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyc6cd86ce812026-10-19 19:54:38, scoring_agentidentity id MBR-020756, confidence 0.985, method probabilistic, matched record TPA-62688, policy version 1
- Record linked automaticallydea099473b2026-10-19 19:52:09, scoring_agentidentity id MBR-020756, confidence 0.985, method probabilistic, matched record TPA-62688, policy version 1
- Record linked automaticallyef9d9c141d2026-10-19 19:45:42, scoring_agentidentity id MBR-020756, confidence 0.985, method probabilistic, matched record TPA-62688, policy version 1
- Record linked automaticallyd23e4ce7cc2026-10-19 19:32:31, scoring_agentidentity id MBR-020756, confidence 0.985, method probabilistic, matched record TPA-62688, policy version 1
- Record linked automatically0ef7e110382026-10-19 19:31:28, scoring_agentidentity id MBR-016326, confidence 1, method probabilistic, matched record TPA-62607, policy version 1