Record, CLM, bronze and silver
CLM-421760
Received 2026-04-09T01:42:01Z, line 68,575 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 | Isabella | Isabella | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Kennedy | Kennedy | Unchanged |
| Date of birth | 19510810 | 1951-08-10 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 2366527 | — | Cleared |
| NULL | — | Cleared | |
| Address | 2989 Ridge Rd | 2989 Ridge Rd | Unchanged |
| City | CHANDLER | Chandler | Changed |
| State | ·AZ | AZ | Changed |
| ZIP | 85217 | 85217 | Unchanged |
| Group | GRP-9841 | GRP-9841 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.78
- Name key
- isabella|kennedy
- Address key
- 2989|ridge|85217
- Canonical first
- isabella
Quality flags
5 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone missing area codePhone had only seven digits (no area code); cleared
- City re-casedCity re-cased to Title Case
- 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-421759 | 1.00 | Scored | — | Auto-linked |
| ENR-128485 | 1.00 | Scored | — | Auto-linked |
| PRV-26413 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-004460
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Isabella Kennedy, 1951-08-10, 4 records, Verified
Evidence
Matched against CLM-421759
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyfba823a0192026-10-22 12:43:53, scoring_agentidentity id MBR-004460, confidence 1, method probabilistic, matched record CLM-421759, policy version 1
- Record linked automatically94738419f82026-10-19 19:54:38, scoring_agentidentity id MBR-004460, confidence 1, method probabilistic, matched record CLM-421759, policy version 1
- Record linked automatically7247c32e312026-10-19 19:52:08, scoring_agentidentity id MBR-004460, confidence 1, method probabilistic, matched record CLM-421759, policy version 1
- Record linked automatically5aa673742b2026-10-19 19:45:42, scoring_agentidentity id MBR-004460, confidence 1, method probabilistic, matched record CLM-421759, policy version 1
- Record linked automaticallyb4d76912292026-10-19 19:32:31, scoring_agentidentity id MBR-004460, confidence 1, method probabilistic, matched record CLM-421759, policy version 1
- Record linked automatically2f352fd0122026-10-19 19:31:28, matching_agentidentity id MBR-032453, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421759