Record, CLM, bronze and silver
CLM-425737
Received 2026-06-30T10:27:27Z, line 3,547 of the CLM feed
CLMRule
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 | F | F | Unchanged |
| Last name | MARSHALL | Marshall | Changed |
| Date of birth | 3/22/1974 | 1974-03-22 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-6728 | •••-••-6728 | Parsed |
| Phone | ···· | — | Unchanged |
| ·- | — | Cleared | |
| Address | 4070 Willow Ct | 4070 Willow Ct | Unchanged |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33617 | 33617 | Unchanged |
| Group | GRP-8147 | GRP-8147 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.78
- Name key
- arjun|marshall
- Address key
- 4070|willow|33617
- Canonical first
- arjun
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- 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-133657 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-61361 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-021919
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Arjun Marshall, 1974-03-22, 3 records, Verified
Evidence
Matched against ENR-133657
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallybeadd824dd2026-10-19 19:54:38, matching_agentidentity id MBR-021919, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-133657
- Record linked automatically6efd49ac3c2026-10-19 19:52:09, matching_agentidentity id MBR-021919, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-133657
- Record linked automatically2b9be124402026-10-19 19:45:42, matching_agentidentity id MBR-021919, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-133657
- Record linked automatically68ccf30b142026-10-19 19:32:31, matching_agentidentity id MBR-021919, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-133657
- Record linked automatically6c4737d1a52026-10-19 19:31:28, scoring_agentidentity id MBR-017011, confidence 1, method probabilistic, matched record ENR-133972, policy version 1