Record, CLM, bronze and silver
CLM-412009
Received 2026-03-03T03:16:35Z, line 82,630 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 | Gerald | Gerald | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Jones | Jones | Unchanged |
| Date of birth | 19430601 | 1943-06-01 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | - | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | — | — | Unchanged |
| gerald.jones57@hotmail.com·· | gerald.jones57@hotmail.com | Changed | |
| Address | 6618 Church Street | 6618 Church St | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85268 | 85268 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | select-epo | SELECT-EPO | Changed |
- Quality score
- 0.64
- Name key
- gerald|jones
- Address key
- 6618|church|85268
- Canonical first
- gerald
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- Plan code upper-casedPlan code upper-cased
- 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-115805 | 0.99 | Scored | — | Auto-linked |
| CLM-412008 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-007936
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Gerald Jones, 1943-06-01, 3 records, Verified
Evidence
Matched against ENR-115805
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically687a4fcb6d2026-10-22 12:43:54, scoring_agentidentity id MBR-007936, confidence 0.995, method probabilistic, matched record ENR-115805, policy version 1
- Record linked automatically4cb9ed29fa2026-10-19 19:54:38, scoring_agentidentity id MBR-007936, confidence 0.995, method probabilistic, matched record ENR-115805, policy version 1
- Record linked automatically66ec24387a2026-10-19 19:52:09, scoring_agentidentity id MBR-007936, confidence 0.995, method probabilistic, matched record ENR-115805, policy version 1
- Record linked automatically6e54d6ab602026-10-19 19:45:42, scoring_agentidentity id MBR-007936, confidence 0.995, method probabilistic, matched record ENR-115805, policy version 1
- Record linked automatically17b19f6f012026-10-19 19:32:31, scoring_agentidentity id MBR-007936, confidence 0.995, method probabilistic, matched record ENR-115805, policy version 1