Record, CLM, bronze and silver
CLM-412836
Received 2026-05-21T10:30:10Z , line 11,235 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 | Arjun | Arjun | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Marshall | Marshall | Unchanged |
| Date of birth | 1990-03-22 | 1990-03-22 | Unchanged |
| Gender | NULL | — | Cleared |
| Member ID | N/A | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 8882 MEADOW LN Apt 21 | 8882 Meadow Ln Apt 21 | Changed |
| City | Austin | Austin | Unchanged |
| State | ·TX | TX | Changed |
| ZIP | 78727 | 78727 | Unchanged |
| Group | ···· | — | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.66
- Name key
- arjun|marshall
- Address key
- 8882|meadow|78727
- Canonical first
- arjun
Quality flags
5 raised during normalisation
- 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
- 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 |
|---|---|---|---|---|
| ENR-116869 | 1.00 | Scored | — | Auto-linked |
| TPA-55646 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-027037
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Arjun Marshall, 1990-03-22, 3 records, Verified
Evidence
Matched against TPA-55646
| 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 automatically43eba597472026-10-22 12:43:54, scoring_agentidentity id MBR-027037, confidence 1, method probabilistic, matched record TPA-55646, policy version 1
- Record linked automatically4e1afa22b52026-10-19 19:54:38, scoring_agentidentity id MBR-027037, confidence 1, method probabilistic, matched record TPA-55646, policy version 1
- Record linked automatically1a6c47b8072026-10-19 19:52:09, scoring_agentidentity id MBR-027037, confidence 1, method probabilistic, matched record TPA-55646, policy version 1
- Record linked automaticallyff5ff678de2026-10-19 19:45:42, scoring_agentidentity id MBR-027037, confidence 1, method probabilistic, matched record TPA-55646, policy version 1
- Record linked automaticallyd2865c77012026-10-19 19:32:31, scoring_agentidentity id MBR-027037, confidence 1, method probabilistic, matched record TPA-55646, policy version 1
- Record linked automatically8b0ff1157d2026-10-19 19:31:28, matching_agentidentity id MBR-009998, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-412837