Record, CLM, bronze and silver
CLM-400800
Received 2026-01-01T17:54:44Z, line 30,701 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 | LAURA | Laura | Changed |
| Middle | — | — | Unchanged |
| Last name | SULLIVAN | Sullivan | Changed |
| Date of birth | 11/11/1974 | 1974-11-11 | Parsed |
| Gender | null | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | •••-••-6333 | •••-••-6333 | Unchanged |
| Phone | 6567179083 | 6567179083 | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 1021 Highland Ave | 1021 Highland Ave | Unchanged |
| City | ·Atlanta | Atlanta | Changed |
| State | GA | GA | Unchanged |
| ZIP | 30378 | 30378 | Unchanged |
| Group | GRP-0680 | GRP-0680 | Unchanged |
| Plan | SELECT-EPO·· | SELECT-EPO | Changed |
- Quality score
- 0.92
- Name key
- laura|sullivan
- Address key
- 1021|highland|30378
- Canonical first
- laura
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-400799 | 1.00 | Scored | — | Auto-linked |
| TPA-50372 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-50371 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-20247 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000220
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Laura Sullivan, 1974-11-11, 5 records, Verified
Evidence
Matched against CLM-400799
| 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 automatically39c20d66e12026-10-19 19:54:38, scoring_agentidentity id MBR-000220, confidence 1, method probabilistic, matched record CLM-400799, policy version 1
- Record linked automatically26799aab732026-10-19 19:52:08, scoring_agentidentity id MBR-000220, confidence 1, method probabilistic, matched record CLM-400799, policy version 1
- Record linked automatically5eee78089b2026-10-19 19:45:41, scoring_agentidentity id MBR-000220, confidence 1, method probabilistic, matched record CLM-400799, policy version 1
- Record linked automatically6aba64efd42026-10-19 19:32:31, scoring_agentidentity id MBR-000220, confidence 1, method probabilistic, matched record CLM-400799, policy version 1
- Record linked automatically5209171ee42026-10-19 19:31:28, matching_agentidentity id MBR-010153, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101116