Record, CLM, bronze and silver
CLM-430466
Received 2026-10-02T04:00:34Z, line 4,180 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 | Joyke | Joyke | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Sanders | Sanders | Unchanged |
| Date of birth | 1972-01-18·· | 1972-01-18 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | ·· | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 683-956-7999 | 6839567999 | Parsed |
| - | — | Cleared | |
| Address | 566 Union Street #641 | 566 Union St # 641 | Changed |
| City | Las Vegas | Las Vegas | Unchanged |
| State | NV | NV | Unchanged |
| ZIP | 89177-1163·· | 89177 | Changed |
| Group | GRP-0932 | GRP-0932 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.50
- Name key
- joyke|sanders
- Address key
- 566|union|89177
- Canonical first
- joyke
Quality flags
7 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| ENR-139988 | 0.99 | Scored | — | Auto-linked |
| CLM-430465 | 0.99 | Scored | — | 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 ENR-139988
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyb2bd981e662026-10-19 19:54:38, scoring_agentidentity id MBR-020368, confidence 0.988, method probabilistic, matched record ENR-139988, policy version 1
- Record linked automatically40219bd9622026-10-19 19:52:09, scoring_agentidentity id MBR-020368, confidence 0.988, method probabilistic, matched record ENR-139988, policy version 1
- Record linked automatically0737eadd062026-10-19 19:45:42, scoring_agentidentity id MBR-020368, confidence 0.988, method probabilistic, matched record ENR-139988, policy version 1
- Record linked automatically072385ce9b2026-10-19 19:32:31, scoring_agentidentity id MBR-020368, confidence 0.988, method probabilistic, matched record ENR-139988, policy version 1
- Record linked automatically833865c5c92026-10-19 19:31:28, matching_agentidentity id MBR-035176, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-140182