Record, CLM, bronze and silver
CLM-423117
Received 2026-04-19T20:05:23Z, line 50,322 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 | SAM | Sam | Changed |
| Middle | — | — | Unchanged |
| Last name | DEAN | Dean | Changed |
| Date of birth | ·20041126 | 2004-11-26 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-17723-18 | UHC-17723-18 | Unchanged |
| SSN | •••-••-9282 | •••-••-9282 | Unchanged |
| Phone | 755-566-3797 | 7555663797 | Parsed |
| null | — | Cleared | |
| Address | 8064 INDIAN SCHOOL RD | 8064 Indian School Rd | Changed |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75280 | 75280 | Unchanged |
| Group | GRP-4031 | GRP-4031 | Unchanged |
| Plan | null·· | — | Cleared |
- Quality score
- 0.74
- Name key
- samantha|dean
- Address key
- 8064|indian school|75280
- Canonical first
- samantha
Quality flags
7 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
- 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-423116 | 1.00 | Scored | — | Auto-linked |
| ENR-130253 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-130254 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-423115 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-002281
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Samantha Dean, 2004-11-26, 5 records, Verified
Evidence
Matched against CLM-423116
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| 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 automatically7c05466a812026-10-22 12:43:53, scoring_agentidentity id MBR-002281, confidence 1, method probabilistic, matched record CLM-423116, policy version 1
- Record linked automatically7c307f9f0e2026-10-19 19:54:38, scoring_agentidentity id MBR-002281, confidence 1, method probabilistic, matched record CLM-423116, policy version 1
- Record linked automaticallyffad1ac7452026-10-19 19:52:08, scoring_agentidentity id MBR-002281, confidence 1, method probabilistic, matched record CLM-423116, policy version 1
- Record linked automaticallye13e03fbcd2026-10-19 19:45:41, scoring_agentidentity id MBR-002281, confidence 1, method probabilistic, matched record CLM-423116, policy version 1
- Record linked automatically02a8acd1662026-10-19 19:32:31, scoring_agentidentity id MBR-002281, confidence 1, method probabilistic, matched record CLM-423116, policy version 1
- Record linked automaticallyd5e7a3919f2026-10-19 19:31:28, matching_agentidentity id MBR-009990, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130449