Record, CLM, bronze and silver
CLM-409141
Received 2026-04-24T14:29:09Z, line 44,271 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 | kelly | Kelly | Changed |
| Middle | — | — | Unchanged |
| Last name | freguson | Freguson | Changed |
| Date of birth | 11-08-1984 | 1984-08-11 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-1565 | •••-••-1565 | Unchanged |
| Phone | 7312536825 | 7312536825 | Unchanged |
| - | — | Cleared | |
| Address | NULL | — | Cleared |
| City | — | — | Unchanged |
| State | ·· | — | Unchanged |
| ZIP | UNKNOWN | — | Cleared |
| Group | GRP-1104 | GRP-1104 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.92
- Name key
- kelly|freguson
- Address key
- —
- Canonical first
- kelly
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)
- 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-409140 | 0.99 | Scored | — | Auto-linked |
| ENR-112064 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-023337
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Kelly Ferguson, 1984-08-11, 3 records, Verified
Evidence
Matched against CLM-409140
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically9371fef3b12026-10-22 12:43:54, scoring_agentidentity id MBR-023337, confidence 0.991, method probabilistic, matched record CLM-409140, policy version 1
- Record linked automaticallybc56262cce2026-10-19 19:54:38, scoring_agentidentity id MBR-023337, confidence 0.991, method probabilistic, matched record CLM-409140, policy version 1
- Record linked automatically0d8ade3b6b2026-10-19 19:52:09, scoring_agentidentity id MBR-023337, confidence 0.991, method probabilistic, matched record CLM-409140, policy version 1
- Record linked automatically4699eb6bd22026-10-19 19:45:42, scoring_agentidentity id MBR-023337, confidence 0.991, method probabilistic, matched record CLM-409140, policy version 1
- Record linked automatically5341ffb3b32026-10-19 19:32:31, scoring_agentidentity id MBR-023337, confidence 0.991, method probabilistic, matched record CLM-409140, policy version 1
- Record linked automaticallya28ef4af962026-10-19 19:31:28, matching_agentidentity id MBR-028345, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112014