Record, CLM, bronze and silver
CLM-426958
Received 2026-04-01T23:05:54Z, line 86,400 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 | Sanders, Joan | Joan | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Sanders | Changed |
| Date of birth | 2008-11-07 | 2008-11-07 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | 830-709-6442 | 8307096442 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 3502 Forest Avenue | 3502 Forest Ave | Changed |
| City | CHANDLER | Chandler | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | UNKNOWN | — | Cleared |
| Group | GRP-0873 | GRP-0873 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.50
- Name key
- joan|sanders
- Address key
- 3502|forest|chandler
- Canonical first
- joan
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- City re-casedCity re-cased to Title Case
- ZIP missingStreet address present but no ZIP supplied
- 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-135347 | 0.94 | Scored | — | Auto-linked |
| TPA-61910 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023484
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Joan Sanders, 2008-11-07, 3 records, Verified
Evidence
Matched against ENR-135347
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallyc493de4a562026-10-19 19:54:38, scoring_agentidentity id MBR-023484, confidence 0.937, method probabilistic, matched record ENR-135347, policy version 1
- Record linked automatically61764393032026-10-19 19:52:09, scoring_agentidentity id MBR-023484, confidence 0.937, method probabilistic, matched record ENR-135347, policy version 1
- Record linked automatically89d53a12202026-10-19 19:45:42, scoring_agentidentity id MBR-023484, confidence 0.937, method probabilistic, matched record ENR-135347, policy version 1
- Record linked automatically9e941fa0362026-10-19 19:32:31, scoring_agentidentity id MBR-023484, confidence 0.937, method probabilistic, matched record ENR-135347, policy version 1
- Record linked automatically500d42872e2026-10-19 19:31:28, scoring_agentidentity id MBR-003700, confidence 0.99, method probabilistic, matched record CLM-426960, policy version 1