Record, CLM, bronze and silver
CLM-413452
Received 2026-04-04T23:43:15Z, line 69,787 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 | OBrien | Obrien | Changed |
| Date of birth | 2/22/1965 | 1965-02-22 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-10855-85 | UHC-10855-85 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | (870) 841-1422 | 8708411422 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 6785 Oak St | 6785 Oak St | Unchanged |
| City | Seattle | Seattle | Unchanged |
| State | wa | WA | Changed |
| ZIP | 98136 | 98136 | Unchanged |
| Group | GRP-2721 | GRP-2721 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.90
- Name key
- samantha|obrien
- Address key
- 6785|oak|98136
- 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-413451 | 1.00 | Scored | — | Auto-linked |
| CLM-413453 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-413450 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-117642 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-024042
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Samantha Obrien, 1965-02-22, 5 records, Verified
Evidence
Matched against CLM-413451
| 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 automaticallydec82524ab2026-10-22 12:43:54, scoring_agentidentity id MBR-024042, confidence 1, method probabilistic, matched record CLM-413451, policy version 1
- Record linked automatically4ced8f083f2026-10-19 19:54:38, scoring_agentidentity id MBR-024042, confidence 1, method probabilistic, matched record CLM-413451, policy version 1
- Record linked automatically65b6a13b942026-10-19 19:52:09, scoring_agentidentity id MBR-024042, confidence 1, method probabilistic, matched record CLM-413451, policy version 1
- Record linked automatically2608bc2e082026-10-19 19:45:42, scoring_agentidentity id MBR-024042, confidence 1, method probabilistic, matched record CLM-413451, policy version 1
- Record linked automatically9f932065b22026-10-19 19:32:31, scoring_agentidentity id MBR-024042, confidence 1, method probabilistic, matched record CLM-413451, policy version 1
- Record linked automaticallybdaf07ff762026-10-19 19:31:28, matching_agentidentity id MBR-021385, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117730