Record, CLM, bronze and silver
CLM-431211
Received 2026-03-24T03:22:55Z, line 71,581 of the CLM feed
CLMSingle record
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 | Changed |
| Last name | CRAWFORD·· | Crawford | Changed |
| Date of birth | 1971-06-23 | 1971-06-23 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| - | — | Cleared | |
| Address | N/A | — | Cleared |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | ·N/A | — | Cleared |
| Group | NULL | — | Cleared |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.80
- Name key
- arjun|crawford
- Address key
- —
- Canonical first
- arjun
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Gender normalisedGender mapped to F or M from a longer or variant 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-140988 | 0.83 | Scored | — | Sent to steward |
| ENR-140987 | 0.83 | Scored | — | Sent to steward |
| CLM-431210 | 0.83 | Scored | — | Sent to steward |
| PRV-29126 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-021675
- Method
- Single record
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Arjun Crawford, 1971-06-23, 1 record, Provisional
Evidence
No field-level evidence recorded.
Steward case
- CASE-0031970.83Open
Audit
1 hash-chained entry for this record
- Record linked automatically5e564667562026-10-19 19:31:28, scoring_agentidentity id MBR-019190, confidence 0.937, method probabilistic, matched record TPA-63675, policy version 1