Record, CLM, bronze and silver
CLM-431210
Received 2026-03-07T09:18:39Z, line 56,879 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 | Changed |
| Middle | X | X | Unchanged |
| Last name | Crawford | Crawford | Unchanged |
| Date of birth | 1971-06-23·· | 1971-06-23 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | - | — | Cleared |
| Phone | (413) 376-1866 | 4133761866 | Parsed |
| NULL | — | Cleared | |
| Address | 8223 HIGHLAND AVE | 8223 Highland Ave | Changed |
| City | Eden Prairie | Eden Prairie | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55372 | 55372 | Unchanged |
| Group | GRP-2439 | GRP-2439 | Unchanged |
| Plan | ···· | — | Unchanged |
- Quality score
- 0.78
- Name key
- arjun|crawford
- Address key
- 8223|highland|55372
- Canonical first
- arjun
Quality flags
5 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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 |
|---|---|---|---|---|
| PRV-29126 | 1.00 | Scored | — | Auto-linked |
| ENR-140988 | 1.00 | Scored | — | Auto-linked |
| ENR-140987 | 1.00 | Scored | — | Auto-linked |
| PRV-29125 | 1.00 | Scored | — | Auto-linked |
| CLM-431211 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-018027
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Arjun Crawford, 1971-06-23, 5 records, Verified
Evidence
Matched against PRV-29126
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automaticallye4d1cfe0502026-10-19 19:54:38, scoring_agentidentity id MBR-018027, confidence 1, method probabilistic, matched record PRV-29126, policy version 1
- Record linked automaticallyd294f8cbad2026-10-19 19:52:09, scoring_agentidentity id MBR-018027, confidence 1, method probabilistic, matched record PRV-29126, policy version 1
- Record linked automaticallyd3d1b0dca12026-10-19 19:45:42, scoring_agentidentity id MBR-018027, confidence 1, method probabilistic, matched record PRV-29126, policy version 1
- Record linked automatically3f0530fa192026-10-19 19:32:31, scoring_agentidentity id MBR-018027, confidence 1, method probabilistic, matched record PRV-29126, policy version 1