Record, CLM, bronze and silver
CLM-402027
Received 2026-07-02T14:43:26Z, line 87,754 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 | denise | Denise | Changed |
| Middle | — | — | Unchanged |
| Last name | johnston·· | Johnston | Changed |
| Date of birth | 03/09/08 | 2008-03-09 | Parsed |
| Gender | M·· | M | Parsed |
| Member ID | uhc-49425-51·· | UHC-49425-51 | Parsed |
| SSN | UNKNOWN | — | Cleared |
| Phone | ···· | — | Unchanged |
| N/A | — | Cleared | |
| Address | 6538 Palm Drive | 6538 Palm Dr | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85210 | 85210 | Unchanged |
| Group | GRP-8477 | GRP-8477 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.62
- Name key
- denise|johnston
- Address key
- 6538|palm|85210
- Canonical first
- denise
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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-50873 | 1.00 | Scored | — | Auto-linked |
| CLM-402026 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-029102
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Denise Johnston, 2008-03-09, 3 records, Verified
Evidence
Matched against TPA-50873
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallycf55603e812026-10-19 19:54:38, scoring_agentidentity id MBR-029102, confidence 1, method probabilistic, matched record TPA-50873, policy version 1
- Record linked automatically4c4575353f2026-10-19 19:52:09, scoring_agentidentity id MBR-029102, confidence 1, method probabilistic, matched record TPA-50873, policy version 1
- Record linked automaticallyaeaaf893542026-10-19 19:45:42, scoring_agentidentity id MBR-029102, confidence 1, method probabilistic, matched record TPA-50873, policy version 1
- Record linked automaticallye1af9a4c502026-10-19 19:32:31, scoring_agentidentity id MBR-029102, confidence 1, method probabilistic, matched record TPA-50873, policy version 1
- Record linked automaticallyf8dca94a092026-10-19 19:31:28, matching_agentidentity id MBR-037520, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102645