Record, CLM, bronze and silver
CLM-400801
Received 2026-10-06T18:01:01Z, line 3,504 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 | Randy | Randy | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Sanchez | Sanchez | Unchanged |
| Date of birth | 1962-01-09 | 1962-01-09 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | ·N/A | — | Cleared |
| SSN | •••-••-5949 | •••-••-5949 | Unchanged |
| Phone | (647) 882-9925 | 6478829925 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 3993 Elm Street | 3993 Elm St | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85218 | 85218 | Unchanged |
| Group | GRP-0913 | GRP-0913 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- randy|sanchez
- Address key
- 3993|elm|85218
- Canonical first
- randy
Quality flags
5 raised during normalisation
- 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
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- 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-400802 | 1.00 | Scored | — | Auto-linked |
| ENR-101063 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012120
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Randy Sanchez, 1962-01-09, 3 records, Verified
Evidence
Matched against CLM-400802
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically22f3df580f2026-10-19 19:54:38, scoring_agentidentity id MBR-012120, confidence 1, method probabilistic, matched record CLM-400802, policy version 1
- Record linked automatically5f9a9979112026-10-19 19:52:09, scoring_agentidentity id MBR-012120, confidence 1, method probabilistic, matched record CLM-400802, policy version 1
- Record linked automaticallye00fef45652026-10-19 19:45:42, scoring_agentidentity id MBR-012120, confidence 1, method probabilistic, matched record CLM-400802, policy version 1
- Record linked automatically7ead3b5e372026-10-19 19:32:31, scoring_agentidentity id MBR-012120, confidence 1, method probabilistic, matched record CLM-400802, policy version 1
- Record linked automatically4967b01ab62026-10-19 19:31:28, scoring_agentidentity id MBR-015572, confidence 1, method probabilistic, matched record TPA-50342, policy version 1