Record, CLM, bronze and silver
CLM-428840
Received 2026-08-29T19:29:59Z, line 17,110 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 | Male | M | Parsed |
| Member ID | UHC5371181 | UHC-53711-81 | Parsed |
| SSN | null | — | Cleared |
| Phone | 640-989-0536 | 6409890536 | Parsed |
| — | — | Unchanged | |
| Address | 5505 Church St | 5505 Church St | Unchanged |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33695 | 33695 | Unchanged |
| Group | — | — | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.80
- Name key
- samantha|bell
- Address key
- 5505|church|33695
- Canonical first
- samantha
Quality flags
4 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-428839 | 1.00 | Scored | — | Auto-linked |
| CLM-428841 | 1.00 | Scored | — | Auto-linked |
| ENR-137821 | 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-428839
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically5f7556e6cb2026-10-22 12:43:53, scoring_agentidentity id MBR-004787, confidence 1, method probabilistic, matched record CLM-428839, policy version 1
- Record linked automatically26a0bbaebe2026-10-19 19:54:38, scoring_agentidentity id MBR-004787, confidence 1, method probabilistic, matched record CLM-428839, policy version 1
- Record linked automaticallyb71e0822d72026-10-19 19:52:08, scoring_agentidentity id MBR-004787, confidence 1, method probabilistic, matched record CLM-428839, policy version 1
- Record linked automatically264a95aae92026-10-19 19:45:42, scoring_agentidentity id MBR-004787, confidence 1, method probabilistic, matched record CLM-428839, policy version 1
- Record linked automatically89a6f97e672026-10-19 19:32:31, scoring_agentidentity id MBR-004787, confidence 1, method probabilistic, matched record CLM-428839, policy version 1
- Record linked automaticallycd12da61032026-10-19 19:31:28, scoring_agentidentity id MBR-006522, confidence 0.994, method probabilistic, matched record TPA-62663, policy version 1