Record, CLM, bronze and silver
CLM-421006
Received 2026-05-27T08:22:40Z, line 8,593 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | ADAM | Adam | Changed |
| Middle | — | — | Unchanged |
| Last name | MCDOONALD | McDoonald | Changed |
| Date of birth | 22-08-1986 | 1986-08-22 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-6189 | •••-••-6189 | Parsed |
| Phone | 681.523.0456 | 6815230456 | Parsed |
| ADAM.MCDONALD@AOL.COM | adam.mcdonald@aol.com | Changed | |
| Address | 5555 Sunset Boulevard | 5555 Sunset Blvd | Changed |
| City | COLUMBUS | Columbus | Changed |
| State | OH | OH | Unchanged |
| ZIP | 43214 | 43214 | Unchanged |
| Group | GRP-5527 | GRP-5527 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.58
- Name key
- adam|mcdoonald
- Address key
- 5555|sunset|43214
- Canonical first
- adam
Quality flags
9 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
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- City re-casedCity re-cased to Title Case
- Email lower-casedEmail lower-cased
- 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-127590 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-127591 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-421007 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-421005 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012494
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Adam McDonald, 1986-08-22, 4 records, Verified
Evidence
Matched against CLM-421007
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically4025dd59bb2026-10-19 19:54:38, matching_agentidentity id MBR-012494, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-421007
- Record linked automatically857acbb5c62026-10-19 19:52:09, matching_agentidentity id MBR-012494, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-421007
- Record linked automaticallyeee07411872026-10-19 19:45:42, matching_agentidentity id MBR-012494, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-421007
- Record linked automatically4a334f68302026-10-19 19:32:31, matching_agentidentity id MBR-012494, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-421007
- Record linked automatically2df841064b2026-10-19 19:31:28, matching_agentidentity id MBR-014394, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-421007