Record, CLM, bronze and silver
CLM-405422
Received 2026-08-03T21:59:09Z, line 61,095 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 | ELIJAH | Elijah | Changed |
| Middle | Q | Q | Unchanged |
| Last name | COX | Cox | Changed |
| Date of birth | 6/28/1986·· | 1986-06-28 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 708.755.0164 | 7087550164 | Parsed |
| ·UNKNOWN | — | Cleared | |
| Address | 5551 Main Street | 5551 Main St | Changed |
| City | JACKSONVILLE | Jacksonville | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32237 | 32237 | Unchanged |
| Group | GRP-6667 | GRP-6667 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.72
- Name key
- elijah|cox
- Address key
- 5551|main|32237
- Canonical first
- elijah
Quality flags
8 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)
- 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
- City re-casedCity re-cased to Title Case
- 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-405423 | 1.00 | Scored | — | Auto-linked |
| ENR-107133 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-021284
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Elijah Cox, 1986-06-28, 3 records, Verified
Evidence
Matched against CLM-405423
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyf258c028862026-10-19 19:54:38, scoring_agentidentity id MBR-021284, confidence 1, method probabilistic, matched record CLM-405423, policy version 1
- Record linked automatically0cbe45cc2c2026-10-19 19:52:09, scoring_agentidentity id MBR-021284, confidence 1, method probabilistic, matched record CLM-405423, policy version 1
- Record linked automaticallyb106d0dd082026-10-19 19:45:42, scoring_agentidentity id MBR-021284, confidence 1, method probabilistic, matched record CLM-405423, policy version 1
- Record linked automaticallya8d79af4072026-10-19 19:32:31, scoring_agentidentity id MBR-021284, confidence 1, method probabilistic, matched record CLM-405423, policy version 1
- Record linked automatically6ad70fd8732026-10-19 19:31:28, matching_agentidentity id MBR-017907, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107086