Record, CLM, bronze and silver
CLM-429863
Received 2026-05-31T00:01:24Z, line 56,204 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 | madison | Madison | Changed |
| Middle | — | — | Unchanged |
| Last name | cok | Cok | Changed |
| Date of birth | 1952-12-22 | 1952-12-22 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | +1 674 809 8021 | 6748098021 | Parsed |
| NULL | — | Cleared | |
| Address | 2377 Mesa Drive | 2377 Mesa Dr | Changed |
| City | Glendale·· | Glendale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85393 | 85393 | Unchanged |
| Group | GRP-7630 | GRP-7630 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.76
- Name key
- madison|cok
- Address key
- 2377|mesa|85393
- Canonical first
- madison
Quality flags
6 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
- 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-139161 | 1.00 | Scored | — | Auto-linked |
| PRV-28732 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-000906
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Madison Cok, 1952-12-22, 3 records, Verified
Evidence
Matched against ENR-139161
| 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
6 hash-chained entries for this record
- Record linked automatically9730bbfcac2026-10-22 12:43:52, scoring_agentidentity id MBR-000906, confidence 1, method probabilistic, matched record ENR-139161, policy version 1
- Record linked automatically05f86aeb052026-10-19 19:54:38, scoring_agentidentity id MBR-000906, confidence 1, method probabilistic, matched record ENR-139161, policy version 1
- Record linked automatically497b1ddf012026-10-19 19:52:08, scoring_agentidentity id MBR-000906, confidence 1, method probabilistic, matched record ENR-139161, policy version 1
- Record linked automaticallyea389480e92026-10-19 19:45:41, scoring_agentidentity id MBR-000906, confidence 1, method probabilistic, matched record ENR-139161, policy version 1
- Record linked automatically12dabaf5712026-10-19 19:32:31, scoring_agentidentity id MBR-000906, confidence 1, method probabilistic, matched record ENR-139161, policy version 1
- Record linked automatically12e7b25b1d2026-10-19 19:31:28, matching_agentidentity id MBR-019687, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139416