Record, CLM, bronze and silver
CLM-427969
Received 2026-08-13T05:34:03Z, line 60,520 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 | Bell, Hannah | Hannah | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Bell | Changed |
| Date of birth | 1960-01-21 | 1960-01-21 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-89444-27 | UHC-89444-27 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 19192858875 | 9192858875 | Parsed |
| — | — | Unchanged | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | - | — | Cleared |
| ZIP | N/A | — | Cleared |
| Group | GRP-9702 | GRP-9702 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.68
- Name key
- hannah|bell
- Address key
- —
- Canonical first
- hannah
Quality flags
4 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-427971 | 0.99 | Scored | — | Auto-linked |
| CLM-427970 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-427972 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012721
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Hannah Bell, 1960-01-21, 4 records, Verified
Evidence
Matched against CLM-427971
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallya06bce988e2026-10-19 19:54:38, scoring_agentidentity id MBR-012721, confidence 0.995, method probabilistic, matched record CLM-427971, policy version 1
- Record linked automatically014fb7b03d2026-10-19 19:52:09, scoring_agentidentity id MBR-012721, confidence 0.995, method probabilistic, matched record CLM-427971, policy version 1
- Record linked automatically6a172e461b2026-10-19 19:45:42, scoring_agentidentity id MBR-012721, confidence 0.995, method probabilistic, matched record CLM-427971, policy version 1
- Record linked automaticallycb62777fca2026-10-19 19:32:31, scoring_agentidentity id MBR-012721, confidence 0.995, method probabilistic, matched record CLM-427971, policy version 1
- Record linked automatically83d1f101b92026-10-19 19:31:28, scoring_agentidentity id MBR-003289, confidence 1, method probabilistic, matched record ENR-136987, policy version 1