Record, CLM, bronze and silver
CLM-432261
Received 2026-02-16T23:55:56Z, line 56,977 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 | JULIE | Julie | Changed |
| Middle | — | — | Unchanged |
| Last name | KNIGHT | Knight | Changed |
| Date of birth | 1989-05-17 | 1989-05-17 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | — | — | Unchanged |
| null | — | Cleared | |
| Address | 9298 Lake View Rd | 9298 Lake View Rd | Unchanged |
| City | Tucson·· | Tucson | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85745·· | 85745 | Changed |
| Group | GRP-1902 | GRP-1902 | Unchanged |
| Plan | NAVIGATE-HMO·· | NAVIGATE-HMO | Changed |
- Quality score
- 0.94
- Name key
- julie|knight
- Address key
- 9298|lake view|85745
- Canonical first
- julie
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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-432262 | 1.00 | Scored | — | Auto-linked |
| PRV-29422 | 1.00 | Scored | — | Auto-linked |
| TPA-64235 | 1.00 | Scored | — | Auto-linked |
| ENR-142356 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009127
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Julie Knight, 1989-05-17, 5 records, Verified
Evidence
Matched against TPA-64235
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automaticallyf58612c7262026-10-19 19:54:38, scoring_agentidentity id MBR-009127, confidence 1, method probabilistic, matched record TPA-64235, policy version 1
- Record linked automatically59002650202026-10-19 19:52:09, scoring_agentidentity id MBR-009127, confidence 1, method probabilistic, matched record TPA-64235, policy version 1
- Record linked automatically57c79297e72026-10-19 19:45:42, scoring_agentidentity id MBR-009127, confidence 1, method probabilistic, matched record TPA-64235, policy version 1
- Record linked automaticallyb0b1dba6ea2026-10-19 19:32:31, scoring_agentidentity id MBR-009127, confidence 1, method probabilistic, matched record TPA-64235, policy version 1