Record, CLM, bronze and silver
CLM-404033
Received 2026-09-07T16:32:09Z, line 69,325 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | ·KYLE | Kyle | Changed |
| Middle | — | — | Unchanged |
| Last name | SIMPSON | Simpson | Changed |
| Date of birth | ·2007-04-15 | 2007-04-15 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | •••-••-9543 | •••-••-9543 | Unchanged |
| Phone | 772-225-1125 | 7722251125 | Parsed |
| ···· | — | Unchanged | |
| Address | 621 Palm Dr | 621 Palm Dr | Unchanged |
| City | PLANO | Plano | Changed |
| State | Texas | TX | Changed |
| ZIP | 75092 | 75092 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.76
- Name key
- kyle|simpson
- Address key
- 621|palm|75092
- Canonical first
- kyle
Quality flags
6 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
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-404032 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-404031 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-105271 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-027999
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Kyle Simpson, 2007-04-15, 4 records, Verified
Evidence
Matched against CLM-404032
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallya67a465e1a2026-10-19 19:54:38, matching_agentidentity id MBR-027999, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-404032
- Record linked automatically6fab4c837c2026-10-19 19:52:09, matching_agentidentity id MBR-027999, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-404032
- Record linked automaticallyf3b46cd5382026-10-19 19:45:42, matching_agentidentity id MBR-027999, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-404032
- Record linked automatically09ee35e9852026-10-19 19:32:31, matching_agentidentity id MBR-027999, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-404032
- Record linked automatically574ebdbf792026-10-19 19:31:28, scoring_agentidentity id MBR-025593, confidence 1, method probabilistic, matched record TPA-51806, policy version 1