Record, CLM, bronze and silver
CLM-403194
Received 2026-10-06T23:28:18Z, line 18,283 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 | DENNIS | Dennis | Changed |
| Middle | — | — | Unchanged |
| Last name | HUNT | Hunt | Changed |
| Date of birth | ·03/07/1993 | 1993-03-07 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-1608 | •••-••-1608 | Parsed |
| Phone | 17022047001 | 7022047001 | Parsed |
| — | — | Unchanged | |
| Address | 9777 Mountain View Dr | 9777 Mountain View Dr | Unchanged |
| City | COLUMBUS | Columbus | Changed |
| State | OH | OH | Unchanged |
| ZIP | 43245 | 43245 | Unchanged |
| Group | ·GRP-7338 | GRP-7338 | Changed |
| Plan | MEDICARE-ADV-B·· | MEDICARE-ADV-B | Changed |
- Quality score
- 0.88
- Name key
- dennis|hunt
- Address key
- 9777|mountain view|43245
- Canonical first
- dennis
Quality flags
6 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
- City re-casedCity re-cased to Title Case
- 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-403196 | 1.00 | Scored | — | Auto-linked |
| CLM-403195 | 1.00 | Scored | — | Auto-linked |
| ENR-104135 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-104134 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-033966
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Dennis Hunt, 1993-03-07, 5 records, Verified
Evidence
Matched against CLM-403196
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyfe1f00800d2026-10-19 19:54:39, scoring_agentidentity id MBR-033966, confidence 1, method probabilistic, matched record CLM-403196, policy version 1
- Record linked automaticallyf8875482232026-10-19 19:52:09, scoring_agentidentity id MBR-033966, confidence 1, method probabilistic, matched record CLM-403196, policy version 1
- Record linked automatically1c8863a4802026-10-19 19:45:42, scoring_agentidentity id MBR-033966, confidence 1, method probabilistic, matched record CLM-403196, policy version 1
- Record linked automatically67b35c39f52026-10-19 19:32:31, scoring_agentidentity id MBR-033966, confidence 1, method probabilistic, matched record CLM-403196, policy version 1
- Record linked automaticallye0446826b22026-10-19 19:31:28, matching_agentidentity id MBR-022816, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-104187