Record, CLM, bronze and silver
CLM-403768
Received 2026-08-27T08:45:42Z, line 54,469 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 | AMBER | Amber | Changed |
| Middle | — | — | Unchanged |
| Last name | NICHOLS | Nichols | Changed |
| Date of birth | 1993-03-03 | 1993-03-03 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | null | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | 462.509.3460 | 4625093460 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 1003 Sage Court | 1003 Sage Ct | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85225 | 85225 | Unchanged |
| Group | GRP-3496 | GRP-3496 | Unchanged |
| Plan | ·CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Changed |
- Quality score
- 0.78
- Name key
- amber|nichols
- Address key
- 1003|sage|85225
- Canonical first
- amber
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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 |
|---|---|---|---|---|
| ENR-104884 | 1.00 | Scored | — | Auto-linked |
| PRV-21059 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004658
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Amber Nichols, 1993-03-03, 3 records, Verified
Evidence
Matched against ENR-104884
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyf4595857262026-10-19 19:54:38, scoring_agentidentity id MBR-004658, confidence 1, method probabilistic, matched record ENR-104884, policy version 1
- Record linked automaticallyceab57cb0c2026-10-19 19:52:08, scoring_agentidentity id MBR-004658, confidence 1, method probabilistic, matched record ENR-104884, policy version 1
- Record linked automaticallyc851cc23022026-10-19 19:45:42, scoring_agentidentity id MBR-004658, confidence 1, method probabilistic, matched record ENR-104884, policy version 1
- Record linked automatically44ccef32052026-10-19 19:32:31, scoring_agentidentity id MBR-004658, confidence 1, method probabilistic, matched record ENR-104884, policy version 1
- Record linked automatically1f7aacfd582026-10-19 19:31:28, scoring_agentidentity id MBR-010099, confidence 1, method probabilistic, matched record PRV-21145, policy version 1