Record, CLM, bronze and silver
CLM-432438
Received 2026-09-27T02:09:14Z, line 89,324 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 | GRACE | Grace | Changed |
| Middle | ···· | — | Unchanged |
| Last name | MCDONALD | McDonald | Changed |
| Date of birth | 1987-08-11 | 1987-08-11 | Unchanged |
| Gender | F·· | F | Parsed |
| Member ID | null | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | (277) 907-5625 | 2779075625 | Parsed |
| — | — | Unchanged | |
| Address | 5506 MAPLE AVE | 5506 Maple Ave | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85742 | 85742 | Unchanged |
| Group | — | — | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.78
- Name key
- grace|mcdonald
- Address key
- 5506|maple|85742
- Canonical first
- grace
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- 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-142585 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-045158
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Grace McDonald, 1987-08-11, 2 records, Verified
Evidence
Matched against ENR-142585
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automatically64226ffef02026-10-19 19:54:39, scoring_agentidentity id MBR-045158, confidence 1, method probabilistic, matched record ENR-142585, policy version 1
- Record linked automaticallybe54e690df2026-10-19 19:52:09, scoring_agentidentity id MBR-045158, confidence 1, method probabilistic, matched record ENR-142585, policy version 1
- Record linked automaticallyf01bb816d72026-10-19 19:45:42, scoring_agentidentity id MBR-045158, confidence 1, method probabilistic, matched record ENR-142585, policy version 1
- Record linked automatically593685714c2026-10-19 19:32:31, scoring_agentidentity id MBR-045158, confidence 1, method probabilistic, matched record ENR-142585, policy version 1
- Record linked automaticallycf45aabac12026-10-19 19:31:28, matching_agentidentity id MBR-034619, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142772