Record, CLM, bronze and silver
CLM-427393
Received 2026-09-06T04:34:22Z, line 10,949 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 | Reyes·· | Reyes | Changed |
| Date of birth | 19460418 | 1946-04-18 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-8736 | •••-••-8736 | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | null | — | Cleared |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | ·· | — | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.94
- Name key
- madison|reyes
- Address key
- —
- Canonical first
- madison
Quality flags
3 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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-135892 | 0.98 | Scored | — | Auto-linked |
| ENR-135891 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-62100 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-28038 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-007893
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Madison Reyes, 1946-04-18, 5 records, Verified
Evidence
Matched against ENR-135892
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallybb3274d8f22026-10-22 12:43:54, scoring_agentidentity id MBR-007893, confidence 0.982, method probabilistic, matched record ENR-135892, policy version 1
- Record linked automatically50d14af7642026-10-19 19:54:38, scoring_agentidentity id MBR-007893, confidence 0.982, method probabilistic, matched record ENR-135892, policy version 1
- Record linked automatically3e5fb8510b2026-10-19 19:52:09, scoring_agentidentity id MBR-007893, confidence 0.982, method probabilistic, matched record ENR-135892, policy version 1
- Record linked automaticallyb88f20738b2026-10-19 19:45:42, scoring_agentidentity id MBR-007893, confidence 0.982, method probabilistic, matched record ENR-135892, policy version 1
- Record linked automatically34b83e20ad2026-10-19 19:32:31, scoring_agentidentity id MBR-007893, confidence 0.982, method probabilistic, matched record ENR-135892, policy version 1
- Record linked automaticallye5450353412026-10-19 19:31:28, matching_agentidentity id MBR-009438, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136268