Record, CLM, bronze and silver
CLM-428108
Received 2026-08-04T21:43:07Z, line 24,362 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 | — | — | Unchanged |
| Last name | DANIELS | Daniels | Changed |
| Date of birth | 20050409 | 2005-04-09 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 943.348.1131 | 9433481131 | Parsed |
| N/A | — | Cleared | |
| Address | NULL | — | Cleared |
| City | UNKNOWN | — | Cleared |
| State | null | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | GRP-0405 | GRP-0405 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.92
- Name key
- arjun|daniels
- Address key
- —
- Canonical first
- arjun
Quality flags
4 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
- 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-136854 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-040633
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Daniels Arjun, 2005-04-09, 2 records, Verified
Evidence
Matched against ENR-136854
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyf1a02b68692026-10-22 12:43:55, scoring_agentidentity id MBR-040633, confidence 0.98, method probabilistic, matched record ENR-136854, policy version 1
- Record linked automatically01c92f89342026-10-19 19:54:39, scoring_agentidentity id MBR-040633, confidence 0.98, method probabilistic, matched record ENR-136854, policy version 1
- Record linked automatically3b2dd7cb932026-10-19 19:52:09, scoring_agentidentity id MBR-040633, confidence 0.98, method probabilistic, matched record ENR-136854, policy version 1
- Record linked automatically6d71cdaad32026-10-19 19:45:42, scoring_agentidentity id MBR-040633, confidence 0.98, method probabilistic, matched record ENR-136854, policy version 1
- Record linked automaticallye3a1a0beb02026-10-19 19:32:31, scoring_agentidentity id MBR-040633, confidence 0.98, method probabilistic, matched record ENR-136854, policy version 1
- Record linked automatically29dbd489ae2026-10-19 19:31:28, matching_agentidentity id MBR-030262, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137162