Record, CLM, bronze and silver
CLM-426878
Received 2026-01-03T19:43:52Z, line 26,787 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 | AHMED | Ahmed | Changed |
| Middle | — | — | Unchanged |
| Last name | WILLIS | Willis | Changed |
| Date of birth | 11-08-2007 | 2007-08-11 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | ·UNKNOWN | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | 19683589025 | 9683589025 | Parsed |
| null | — | Cleared | |
| Address | - | — | Cleared |
| City | NULL | — | Cleared |
| State | UNKNOWN | — | Cleared |
| ZIP | N/A | — | Cleared |
| Group | GRP-1460 | GRP-1460 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.90
- Name key
- ahmed|willis
- Address key
- —
- Canonical first
- ahmed
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)
- 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 |
|---|---|---|---|---|
| CLM-426879 | 1.00 | Scored | — | Auto-linked |
| ENR-135258 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000900
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ahmed Willis, 2007-08-11, 2 records, Verified
Evidence
Matched against CLM-426879
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically0448196a212026-10-19 19:54:38, scoring_agentidentity id MBR-000900, confidence 1, method probabilistic, matched record CLM-426879, policy version 1
- Record linked automaticallyd1c1e15c882026-10-19 19:52:08, scoring_agentidentity id MBR-000900, confidence 1, method probabilistic, matched record CLM-426879, policy version 1
- Record linked automaticallyca150e746a2026-10-19 19:45:41, scoring_agentidentity id MBR-000900, confidence 1, method probabilistic, matched record CLM-426879, policy version 1
- Record linked automatically18b630674c2026-10-19 19:32:31, scoring_agentidentity id MBR-000900, confidence 1, method probabilistic, matched record CLM-426879, policy version 1
- Record linked automatically211a8957a52026-10-19 19:31:28, scoring_agentidentity id MBR-005763, confidence 1, method probabilistic, matched record CLM-426877, policy version 1