Record, CLM, bronze and silver
CLM-430465
Received 2026-07-18T18:53:19Z, line 31,887 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 | Joyce | Joyce | Unchanged |
| Middle | G | G | Unchanged |
| Last name | Sanders | Sanders | Unchanged |
| Date of birth | 1972-01-18 | 1972-01-18 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | ···· | — | Unchanged |
| SSN | •••-••-5241 | •••-••-5241 | Unchanged |
| Phone | — | — | Unchanged |
| N/A | — | Cleared | |
| Address | 566 UNION STREET | 566 Union St | Changed |
| City | Las Vegas | Las Vegas | Unchanged |
| State | NV | NV | Unchanged |
| ZIP | 89177·· | 89177 | Changed |
| Group | GRP-0932 | GRP-0932 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.80
- Name key
- joyce|sanders
- Address key
- 566|union|89177
- Canonical first
- joyce
Quality flags
4 raised during normalisation
- 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-430466 | 0.99 | Scored | — | Auto-linked |
| ENR-139988 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020368
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Joyce Sanders, 1972-01-18, 3 records, Verified
Evidence
Matched against CLM-430466
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automaticallye061e5613f2026-10-19 19:54:38, scoring_agentidentity id MBR-020368, confidence 0.986, method probabilistic, matched record CLM-430466, policy version 1
- Record linked automatically38e85c59c92026-10-19 19:52:09, scoring_agentidentity id MBR-020368, confidence 0.986, method probabilistic, matched record CLM-430466, policy version 1
- Record linked automatically1570c40b652026-10-19 19:45:42, scoring_agentidentity id MBR-020368, confidence 0.986, method probabilistic, matched record CLM-430466, policy version 1
- Record linked automatically3c9a804d9b2026-10-19 19:32:31, scoring_agentidentity id MBR-020368, confidence 0.986, method probabilistic, matched record CLM-430466, policy version 1