Record, CLM, bronze and silver
CLM-420571
Received 2026-02-14T11:11:37Z, line 10,641 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 | LINDA | Linda | Changed |
| Middle | — | — | Unchanged |
| Last name | MCDONALD | McDonald | Changed |
| Date of birth | 1980-04-09 | 1980-04-09 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UNKNOWN·· | — | Cleared |
| SSN | •••-••-7783 | •••-••-7783 | Unchanged |
| Phone | 16556550558 | 6556550558 | Parsed |
| — | — | Unchanged | |
| Address | 6056 Highland Avenue | 6056 Highland Ave | Changed |
| City | Atlanta | Atlanta | Unchanged |
| State | GA | GA | Unchanged |
| ZIP | 30385 | 30385 | Unchanged |
| Group | GRP-7982 | GRP-7982 | Unchanged |
| Plan | ·UNKNOWN | — | Cleared |
- Quality score
- 0.62
- Name key
- linda|mcdonald
- Address key
- 6056|highland|30385
- Canonical first
- linda
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- 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 |
|---|---|---|---|---|
| TPA-59038 | 1.00 | Scored | — | Auto-linked |
| CLM-420570 | 1.00 | Scored | — | Auto-linked |
| ENR-127076 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-26095 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013007
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Linda McDonald, 1980-04-09, 5 records, Verified
Evidence
Matched against TPA-59038
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically0cf6af24242026-10-19 19:54:38, scoring_agentidentity id MBR-013007, confidence 1, method probabilistic, matched record TPA-59038, policy version 1
- Record linked automatically092bb893d32026-10-19 19:52:09, scoring_agentidentity id MBR-013007, confidence 1, method probabilistic, matched record TPA-59038, policy version 1
- Record linked automatically8fcaf2698f2026-10-19 19:45:42, scoring_agentidentity id MBR-013007, confidence 1, method probabilistic, matched record TPA-59038, policy version 1
- Record linked automaticallyad74c8c1892026-10-19 19:32:31, scoring_agentidentity id MBR-013007, confidence 1, method probabilistic, matched record TPA-59038, policy version 1
- Record linked automatically0437e3c5a42026-10-19 19:31:28, matching_agentidentity id MBR-022061, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127016