Record, CLM, bronze and silver
CLM-410798
Received 2026-07-06T23:53:41Z, line 13,639 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 | Danielle·· | Danielle | Changed |
| Middle | — | — | Unchanged |
| Last name | Clarrk | Clarrk | Unchanged |
| Date of birth | 8/14/1984 | 1984-08-14 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-04851-37 | UHC-04851-37 | Unchanged |
| SSN | •••-••-1626 | •••-••-1626 | Unchanged |
| Phone | — | — | Unchanged |
| ·danielle.clark85@icloud.com | danielle.clark85@icloud.com | Changed | |
| Address | 8705 PALM DR | 8705 Palm Dr | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85223 | 85223 | Unchanged |
| Group | — | — | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.78
- Name key
- danielle|clarrk
- Address key
- 8705|palm|85223
- Canonical first
- danielle
Quality flags
5 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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-54735 | 0.99 | Scored | — | Auto-linked |
| ENR-114177 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-008279
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Danielle Clark, 1984-08-14, 3 records, Verified
Evidence
Matched against TPA-54735
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automaticallyf021f95b9a2026-10-22 12:43:54, scoring_agentidentity id MBR-008279, confidence 0.992, method probabilistic, matched record TPA-54735, policy version 1
- Record linked automaticallyf722dd98a42026-10-19 19:54:38, scoring_agentidentity id MBR-008279, confidence 0.992, method probabilistic, matched record TPA-54735, policy version 1
- Record linked automaticallyd80da930962026-10-19 19:52:09, scoring_agentidentity id MBR-008279, confidence 0.992, method probabilistic, matched record TPA-54735, policy version 1
- Record linked automatically018eb634f62026-10-19 19:45:42, scoring_agentidentity id MBR-008279, confidence 0.992, method probabilistic, matched record TPA-54735, policy version 1
- Record linked automatically78a1ef0f042026-10-19 19:32:31, scoring_agentidentity id MBR-008279, confidence 0.992, method probabilistic, matched record TPA-54735, policy version 1
- Record linked automatically30eb0939342026-10-19 19:31:28, scoring_agentidentity id MBR-039983, confidence 0.908, method probabilistic, matched record ENR-114285, policy version 1