Record, CLM, bronze and silver
CLM-410000
Received 2026-02-05T04:18:00Z, line 68,560 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 | McDonald, Priya | Priya | Changed |
| Middle | — | — | Unchanged |
| Last name | — | McDonald | Changed |
| Date of birth | ·Aug 25, 2007 | 2007-08-25 | Parsed |
| Gender | UNKNOWN | — | Cleared |
| Member ID | UHC-04817-13 | UHC-04817-13 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 5470 Market St | 5470 Market St | Unchanged |
| City | Tucson | Tucson | Unchanged |
| State | AZ·· | AZ | Changed |
| ZIP | ·85708 | 85708 | Changed |
| Group | NULL | — | Cleared |
| Plan | null | — | Cleared |
- Quality score
- 0.80
- Name key
- priya|mcdonald
- Address key
- 5470|market|85708
- Canonical first
- priya
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
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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 |
|---|---|---|---|---|
| CLM-410001 | 1.00 | Scored | — | Auto-linked |
| CLM-410002 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-113191 | 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 automatically7414441d792026-10-19 19:54:38, scoring_agentidentity id MBR-007102, confidence 1, method probabilistic, matched record CLM-410001, policy version 1
- Record linked automatically587efde3fb2026-10-19 19:52:09, scoring_agentidentity id MBR-007102, confidence 1, method probabilistic, matched record CLM-410001, policy version 1
- Record linked automatically63a55193822026-10-19 19:45:42, scoring_agentidentity id MBR-007102, confidence 1, method probabilistic, matched record CLM-410001, policy version 1
- Record linked automatically967d6cdc7d2026-10-19 19:32:31, scoring_agentidentity id MBR-007102, confidence 1, method probabilistic, matched record CLM-410001, policy version 1
- Record linked automatically1f9f8b97e72026-10-19 19:31:28, matching_agentidentity id MBR-007454, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-410001