Record, CLM, bronze and silver
CLM-428839
Received 2026-01-16T01:17:11Z, line 67,567 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 | Samantha | Samantha | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Bell | Bell | Unchanged |
| Date of birth | 1970-12-02 | 1970-12-02 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 640-989-0536 | 6409890536 | Parsed |
| — | — | Unchanged | |
| Address | 5505 Church Street #843 | 5505 Church St # 843 | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33695 | 33695 | Unchanged |
| Group | GRP-0921 | GRP-0921 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.66
- Name key
- samantha|bell
- Address key
- 5505|church|33695
- Canonical first
- samantha
Quality flags
5 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- 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-428841 | 1.00 | Scored | — | Auto-linked |
| ENR-137821 | 1.00 | Scored | — | Auto-linked |
| CLM-428840 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-004787
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Samantha Bell, 1970-12-02, 4 records, Verified
Evidence
Matched against CLM-428841
| 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 automaticallyc3c124e0d32026-10-22 12:43:53, scoring_agentidentity id MBR-004787, confidence 1, method probabilistic, matched record CLM-428841, policy version 1
- Record linked automaticallyc9c2b52e0f2026-10-19 19:54:38, scoring_agentidentity id MBR-004787, confidence 1, method probabilistic, matched record CLM-428841, policy version 1
- Record linked automaticallybdbf3ab63c2026-10-19 19:52:08, scoring_agentidentity id MBR-004787, confidence 1, method probabilistic, matched record CLM-428841, policy version 1
- Record linked automatically57a34dd8912026-10-19 19:45:42, scoring_agentidentity id MBR-004787, confidence 1, method probabilistic, matched record CLM-428841, policy version 1
- Record linked automaticallyb934e9aef72026-10-19 19:32:31, scoring_agentidentity id MBR-004787, confidence 1, method probabilistic, matched record CLM-428841, policy version 1
- Record linked automatically83cbb4a00f2026-10-19 19:31:28, matching_agentidentity id MBR-006097, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-62662