Record, CLM, bronze and silver
CLM-409832
Received 2026-05-21T08:05:06Z, line 6,867 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 | Campbell, Lauren | Lauren | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Campbell | Changed |
| Date of birth | 1955-08-07 | 1955-08-07 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-32015-39 | UHC-32015-39 | Unchanged |
| SSN | •••-••-9818 | •••-••-9818 | Unchanged |
| Phone | - | — | Cleared |
| — | — | Unchanged | |
| Address | 6268 Main Street | 6268 Main St | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85718 | 85718 | Unchanged |
| Group | UNKNOWN·· | — | Cleared |
| Plan | null | — | Cleared |
- Quality score
- 0.68
- Name key
- lauren|campbell
- Address key
- 6268|main|85718
- Canonical first
- lauren
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
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- 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-54282 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-022839
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lauren Campbell, 1955-08-07, 2 records, Verified
Evidence
Matched against TPA-54282
| 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 automaticallyd681e852d02026-10-22 12:43:54, scoring_agentidentity id MBR-022839, confidence 1, method probabilistic, matched record TPA-54282, policy version 1
- Record linked automatically25329afd482026-10-19 19:54:38, scoring_agentidentity id MBR-022839, confidence 1, method probabilistic, matched record TPA-54282, policy version 1
- Record linked automatically94c57fa78c2026-10-19 19:52:09, scoring_agentidentity id MBR-022839, confidence 1, method probabilistic, matched record TPA-54282, policy version 1
- Record linked automatically688034b4d12026-10-19 19:45:42, scoring_agentidentity id MBR-022839, confidence 1, method probabilistic, matched record TPA-54282, policy version 1
- Record linked automatically9102bea8532026-10-19 19:32:31, scoring_agentidentity id MBR-022839, confidence 1, method probabilistic, matched record TPA-54282, policy version 1
- Record linked automatically05be1d3cfa2026-10-19 19:31:28, scoring_agentidentity id MBR-022302, confidence 1, method probabilistic, matched record PRV-22921, policy version 1