Record, CLM, bronze and silver
CLM-404829
Received 2026-02-28T00:34:18Z, line 19,269 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 | LAUREN | Lauren | Changed |
| Middle | — | — | Unchanged |
| Last name | ·JAMES | James | Changed |
| Date of birth | 1965-04-05 | 1965-04-05 | Unchanged |
| Gender | UNKNOWN | — | Cleared |
| Member ID | UHC-45123-42 | UHC-45123-42 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | — | — | Unchanged |
| null | — | Cleared | |
| Address | 9798 MAIN STREET | 9798 Main St | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85732 | 85732 | Unchanged |
| Group | GRP-4312 | GRP-4312 | Unchanged |
| Plan | ···· | — | Unchanged |
- Quality score
- 0.78
- Name key
- lauren|james
- Address key
- 9798|main|85732
- Canonical first
- lauren
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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-52105 | 1.00 | Scored | — | Auto-linked |
| TPA-52106 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-106363 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-016395
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lauren James, 1965-04-05, 4 records, Verified
Evidence
Matched against TPA-52105
| 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 automatically4d3520e9652026-10-22 12:43:54, scoring_agentidentity id MBR-016395, confidence 1, method probabilistic, matched record TPA-52105, policy version 1
- Record linked automaticallyee7c45adf42026-10-19 19:54:38, scoring_agentidentity id MBR-016395, confidence 1, method probabilistic, matched record TPA-52105, policy version 1
- Record linked automaticallya3d36ce8c52026-10-19 19:52:09, scoring_agentidentity id MBR-016395, confidence 1, method probabilistic, matched record TPA-52105, policy version 1
- Record linked automaticallyc026820f4d2026-10-19 19:45:42, scoring_agentidentity id MBR-016395, confidence 1, method probabilistic, matched record TPA-52105, policy version 1
- Record linked automatically576021acd22026-10-19 19:32:31, scoring_agentidentity id MBR-016395, confidence 1, method probabilistic, matched record TPA-52105, policy version 1
- Record linked automatically480d47b7c12026-10-19 19:31:28, scoring_agentidentity id MBR-001913, confidence 1, method probabilistic, matched record CLM-404832, policy version 1