Record, CLM, bronze and silver
CLM-423116
Received 2026-01-30T14:54:33Z, line 66,224 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 | Changed |
| Middle | — | — | Unchanged |
| Last name | DEAN | Dean | Changed |
| Date of birth | Nov 26, 2004 | 2004-11-26 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | 7555663797 | 7555663797 | Unchanged |
| - | — | Cleared | |
| Address | 8064 INDIAN SCHOOL RD | 8064 Indian School Rd | Changed |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75280 | 75280 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | N/A | — | Cleared |
- Quality score
- 0.78
- Name key
- samantha|dean
- Address key
- 8064|indian school|75280
- Canonical first
- samantha
Quality flags
5 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)
- 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-423117 | 1.00 | Scored | — | Auto-linked |
| ENR-130253 | 1.00 | Scored | — | Auto-linked |
| ENR-130254 | 1.00 | Scored | — | Auto-linked |
| CLM-423115 | 0.83 | Scored | — | Sent to steward |
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-423117
| 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 automatically4e0ae0d25a2026-10-22 12:43:53, scoring_agentidentity id MBR-002281, confidence 1, method probabilistic, matched record CLM-423117, policy version 1
- Record linked automaticallyba9e28508a2026-10-19 19:54:38, scoring_agentidentity id MBR-002281, confidence 1, method probabilistic, matched record CLM-423117, policy version 1
- Record linked automaticallyd948267f6c2026-10-19 19:52:08, scoring_agentidentity id MBR-002281, confidence 1, method probabilistic, matched record CLM-423117, policy version 1
- Record linked automatically001459f50e2026-10-19 19:45:41, scoring_agentidentity id MBR-002281, confidence 1, method probabilistic, matched record CLM-423117, policy version 1
- Record linked automaticallyba892ea9a02026-10-19 19:32:31, scoring_agentidentity id MBR-002281, confidence 1, method probabilistic, matched record CLM-423117, policy version 1
- Record linked automaticallybecf652d642026-10-19 19:31:28, scoring_agentidentity id MBR-040546, confidence 1, method probabilistic, matched record TPA-60166, policy version 1