Record, CLM, bronze and silver
CLM-420510
Received 2026-08-05T21:46:13Z, line 62,844 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 | ·White | White | Changed |
| Date of birth | Nov 6, 1970 | 1970-11-06 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | N/A·· | — | Cleared |
| SSN | •••-••-9192 | •••-••-9192 | Unchanged |
| Phone | (379) 807-7877 | 3798077877 | Parsed |
| ···· | — | Unchanged | |
| Address | null | — | Cleared |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | UNKNOWN | — | Cleared |
| Group | GRP-0742 | GRP-0742 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.92
- Name key
- arjun|white
- Address key
- —
- Canonical first
- arjun
Quality flags
4 raised during normalisation
- 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
- 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-126988 | 0.98 | Scored | — | Auto-linked |
| CLM-420509 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-420511 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-008780
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Arjun White, 1970-11-06, 4 records, Verified
Evidence
Matched against ENR-126988
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.93 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically9e3c9efddf2026-10-22 12:43:54, scoring_agentidentity id MBR-008780, confidence 0.976, method probabilistic, matched record ENR-126988, policy version 1
- Record linked automatically4d48d119432026-10-19 19:54:38, scoring_agentidentity id MBR-008780, confidence 0.976, method probabilistic, matched record ENR-126988, policy version 1
- Record linked automatically500a514d712026-10-19 19:52:09, scoring_agentidentity id MBR-008780, confidence 0.976, method probabilistic, matched record ENR-126988, policy version 1
- Record linked automatically0af25391072026-10-19 19:45:42, scoring_agentidentity id MBR-008780, confidence 0.976, method probabilistic, matched record ENR-126988, policy version 1
- Record linked automatically6c9a1114ab2026-10-19 19:32:31, scoring_agentidentity id MBR-008780, confidence 0.976, method probabilistic, matched record ENR-126988, policy version 1
- Record linked automaticallyc0e08f05bf2026-10-19 19:31:28, matching_agentidentity id MBR-016303, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-126931