Record, CLM, bronze and silver
CLM-410002
Received 2026-05-03T00:13:53Z, line 52,182 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 | PRIYA | Priya | Changed |
| Middle | — | — | Unchanged |
| Last name | MCDONALD | McDonald | Changed |
| Date of birth | 2007-08-25 | 2007-08-25 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-04817-13 | UHC-04817-13 | Unchanged |
| SSN | •••-••-5343 | •••-••-5343 | Parsed |
| Phone | UNKNOWN | — | Cleared |
| null | — | Cleared | |
| Address | ·5470 Market Street Apt 30 | 5470 Market St Apt 30 | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85708 | 85708 | Unchanged |
| Group | null | — | Cleared |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.52
- Name key
- priya|mcdonald
- Address key
- 5470|market|85708
- Canonical first
- priya
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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 |
|---|---|---|---|---|
| CLM-410001 | 1.00 | Scored | — | Auto-linked |
| ENR-113191 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-410000 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007102
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Priya McDonald, 2007-08-25, 4 records, Verified
Evidence
Matched against CLM-410001
| 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 automaticallyef274d04102026-10-19 19:54:38, scoring_agentidentity id MBR-007102, confidence 1, method probabilistic, matched record CLM-410001, policy version 1
- Record linked automatically094e856afd2026-10-19 19:52:09, scoring_agentidentity id MBR-007102, confidence 1, method probabilistic, matched record CLM-410001, policy version 1
- Record linked automatically866f75b5552026-10-19 19:45:42, scoring_agentidentity id MBR-007102, confidence 1, method probabilistic, matched record CLM-410001, policy version 1
- Record linked automatically4abdf7f8802026-10-19 19:32:31, scoring_agentidentity id MBR-007102, confidence 1, method probabilistic, matched record CLM-410001, policy version 1
- Record linked automatically85b749e1de2026-10-19 19:31:28, matching_agentidentity id MBR-007454, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-410001