Record, CLM, bronze and silver
CLM-422897
Received 2026-08-20T04:58:56Z, line 74,843 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 | JEAN | Jean | Changed |
| Middle | — | — | Unchanged |
| Last name | BOYD | Boyd | Changed |
| Date of birth | 09-07-1986 | 1986-07-09 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-7691 | •••-••-7691 | Unchanged |
| Phone | NULL | — | Cleared |
| - | — | Cleared | |
| Address | 3545 Oak Street | 3545 Oak St | Changed |
| City | Las Vegas | Las Vegas | Unchanged |
| State | NV | NV | Unchanged |
| ZIP | 89160 | 89160 | Unchanged |
| Group | GRP-1836 | GRP-1836 | Unchanged |
| Plan | ·OPTIONS-PPO | OPTIONS-PPO | Changed |
- Quality score
- 0.78
- Name key
- jean|boyd
- Address key
- 3545|oak|89160
- Canonical first
- jean
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-422896 | 1.00 | Scored | — | Auto-linked |
| ENR-129940 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-008297
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Jean Boyd, 1986-07-09, 3 records, Verified
Evidence
Matched against CLM-422896
| 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 automatically5909b7e01c2026-10-22 12:43:54, scoring_agentidentity id MBR-008297, confidence 1, method probabilistic, matched record CLM-422896, policy version 1
- Record linked automaticallyddd29dde082026-10-19 19:54:38, scoring_agentidentity id MBR-008297, confidence 1, method probabilistic, matched record CLM-422896, policy version 1
- Record linked automatically37294a0f1b2026-10-19 19:52:09, scoring_agentidentity id MBR-008297, confidence 1, method probabilistic, matched record CLM-422896, policy version 1
- Record linked automatically26fbf5aa672026-10-19 19:45:42, scoring_agentidentity id MBR-008297, confidence 1, method probabilistic, matched record CLM-422896, policy version 1
- Record linked automatically911d696d392026-10-19 19:32:31, scoring_agentidentity id MBR-008297, confidence 1, method probabilistic, matched record CLM-422896, policy version 1
- Record linked automaticallyc69656c35f2026-10-19 19:31:28, scoring_agentidentity id MBR-011707, confidence 0.99, method probabilistic, matched record CLM-422896, policy version 1