Record, CLM, bronze and silver
CLM-411782
Received 2026-07-03T12:53:53Z, line 73,387 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 | SOFIA | Sofia | Changed |
| Middle | — | — | Unchanged |
| Last name | ·WEAVER | Weaver | Changed |
| Date of birth | 1995-10-15 | 1995-10-15 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-0501 | •••-••-0501 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| null | — | Cleared | |
| Address | 7535 Mesa Drive·· | 7535 Mesa Dr | Changed |
| City | ORLANDO | Orlando | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32814 | 32814 | Unchanged |
| Group | GRP-8793 | GRP-8793 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.76
- Name key
- sofia|weaver
- Address key
- 7535|mesa|32814
- Canonical first
- sofia
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- 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 |
|---|---|---|---|---|
| TPA-55184 | 1.00 | Scored | — | Auto-linked |
| CLM-411780 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-411781 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-025171
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sofia Weaver, 1995-10-15, 4 records, Verified
Evidence
Matched against TPA-55184
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically098b1639da2026-10-22 12:43:54, scoring_agentidentity id MBR-025171, confidence 1, method probabilistic, matched record TPA-55184, policy version 1
- Record linked automatically6763f83e862026-10-19 19:54:38, scoring_agentidentity id MBR-025171, confidence 1, method probabilistic, matched record TPA-55184, policy version 1
- Record linked automatically8558b8142d2026-10-19 19:52:09, scoring_agentidentity id MBR-025171, confidence 1, method probabilistic, matched record TPA-55184, policy version 1
- Record linked automatically569cdd3f682026-10-19 19:45:42, scoring_agentidentity id MBR-025171, confidence 1, method probabilistic, matched record TPA-55184, policy version 1
- Record linked automatically4fd81a52842026-10-19 19:32:31, scoring_agentidentity id MBR-025171, confidence 1, method probabilistic, matched record TPA-55184, policy version 1
- Record linked automatically48938b8fef2026-10-19 19:31:28, matching_agentidentity id MBR-029905, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-55232