Record, CLM , bronze and silver
CLM-430979
Received 2026-08-30T02:42:00Z , line 10,477 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Karen | Karen | Unchanged |
| Middle | I | I | Unchanged |
| Last name | Thomas | Thomas | Unchanged |
| Date of birth | 11/05/2005 | 2005-11-05 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-4760 | •••-••-4760 | Unchanged |
| Phone | 3516962268 | 3516962268 | Unchanged |
| — | — | Unchanged | |
| Address | 6718 Mesa Dr | 6718 Mesa Dr | Unchanged |
| City | Houston | Houston | Unchanged |
| State | tx | TX | Changed |
| ZIP | 77082 | 77082 | Unchanged |
| Group | ···· | — | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.94
- Name key
- karen|thomas
- Address key
- 6718|mesa|77082
- Canonical first
- karen
Quality flags
3 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- State code upper-casedTwo-letter state code upper-cased
- 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-430981 | 1.00 | Scored | — | Auto-linked |
| TPA-63690 | 1.00 | Scored | — | Auto-linked |
| TPA-63689 | 1.00 | Scored | — | Auto-linked |
| ENR-140687 | 1.00 | Scored | — | Auto-linked |
| CLM-430980 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-018889
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Karen Thomas, 2005-11-05, 6 records, Verified
Evidence
Matched against CLM-430981
| 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 automaticallyea59359ec12026-10-22 12:43:54, scoring_agentidentity id MBR-018889, confidence 1, method probabilistic, matched record CLM-430981, policy version 1
- Record linked automaticallyefd079dc172026-10-19 19:54:38, scoring_agentidentity id MBR-018889, confidence 1, method probabilistic, matched record CLM-430981, policy version 1
- Record linked automaticallycaf3b7c39b2026-10-19 19:52:09, scoring_agentidentity id MBR-018889, confidence 1, method probabilistic, matched record CLM-430981, policy version 1
- Record linked automatically255bd023702026-10-19 19:45:42, scoring_agentidentity id MBR-018889, confidence 1, method probabilistic, matched record CLM-430981, policy version 1
- Record linked automaticallycb462722bf2026-10-19 19:32:31, scoring_agentidentity id MBR-018889, confidence 1, method probabilistic, matched record CLM-430981, policy version 1
- Record linked automatically1440729c9b2026-10-19 19:31:28, scoring_agentidentity id MBR-009478, confidence 1, method probabilistic, matched record ENR-140896, policy version 1