Record, CLM, bronze and silver
CLM-427922
Received 2026-04-17T21:20:34Z, line 51,388 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 | Walter | Walter | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Duncaan | Duncaan | Unchanged |
| Date of birth | N/A | — | Cleared |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | null | — | Cleared |
| Phone | (747) 398-8264 | 7473988264 | Parsed |
| N/A | — | Cleared | |
| Address | 4410 Apache Boulevard | 4410 Apache Blvd | Changed |
| City | Chandler·· | Chandler | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85233 | 85233 | Unchanged |
| Group | GRP-9428 | GRP-9428 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- walter|duncaan
- Address key
- 4410|apache|85233
- Canonical first
- walter
Quality flags
6 raised during normalisation
- Date of birth missingDate of birth absent or a null token; left empty
- 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-427921 | 0.99 | Scored | — | Auto-linked |
| CLM-427920 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023178
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Walter Duncan, 1939-05-28, 3 records, Verified
Evidence
Matched against CLM-427921
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically9daaefd65e2026-10-19 19:54:38, scoring_agentidentity id MBR-023178, confidence 0.992, method probabilistic, matched record CLM-427921, policy version 1
- Record linked automatically15475b1f732026-10-19 19:52:09, scoring_agentidentity id MBR-023178, confidence 0.992, method probabilistic, matched record CLM-427921, policy version 1
- Record linked automatically9b1696c4192026-10-19 19:45:42, scoring_agentidentity id MBR-023178, confidence 0.992, method probabilistic, matched record CLM-427921, policy version 1
- Record linked automatically2bf5a3ef962026-10-19 19:32:31, scoring_agentidentity id MBR-023178, confidence 0.992, method probabilistic, matched record CLM-427921, policy version 1
- Record linked automatically14e00109712026-10-19 19:31:28, matching_agentidentity id MBR-029548, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-427921