Record, CLM , bronze and silver
CLM-417875
Received 2026-04-17T09:35:26Z, line 74,868 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | ·MADISON | Madison | Changed |
| Middle | — | — | Unchanged |
| Last name | STEPHENS | Stephens | Changed |
| Date of birth | ·08/04/51 | 1951-08-04 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | N/A·· | — | Cleared |
| Phone | ·- | — | Cleared |
| NULL·· | — | Cleared | |
| Address | 1893 WASHINGTON ST | 1893 Washington St | Changed |
| City | CHANDLER | Chandler | Changed |
| State | Arizona | AZ | Changed |
| ZIP | 85243 | 85243 | Unchanged |
| Group | - | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.48
- Name key
- madison|stephens
- Address key
- 1893|washington|85243
- Canonical first
- madison
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| PRV-25297 | 1.00 | Scored | — | Auto-linked |
| ENR-123508 | 1.00 | Scored | — | Auto-linked |
| TPA-57888 | 1.00 | Scored | — | Auto-linked |
| ENR-123507 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-026307
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Madison Stephens, 1951-08-04, 5 records, Verified
Evidence
Matched against PRV-25297
| 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 automaticallyba381271072026-10-19 19:54:38, scoring_agentidentity id MBR-026307, confidence 1, method probabilistic, matched record PRV-25297, policy version 1
- Record linked automatically0bda3076322026-10-19 19:52:09, scoring_agentidentity id MBR-026307, confidence 1, method probabilistic, matched record PRV-25297, policy version 1
- Record linked automatically9e6d8b28be2026-10-19 19:45:42, scoring_agentidentity id MBR-026307, confidence 1, method probabilistic, matched record PRV-25297, policy version 1
- Record linked automatically152f8f04712026-10-19 19:32:31, scoring_agentidentity id MBR-026307, confidence 1, method probabilistic, matched record PRV-25297, policy version 1
- Record linked automatically96ab4e132c2026-10-19 19:31:28, scoring_agentidentity id MBR-016272, confidence 1, method probabilistic, matched record CLM-417874, policy version 1