Record, CLM, bronze and silver
CLM-417293
Received 2026-09-17T23:31:44Z, line 10,368 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 | DEBRA | Debra | Changed |
| Middle | C. | C | Changed |
| Last name | MATTHEWS | Matthews | Changed |
| Date of birth | Oct 28, 1973 | 1973-10-28 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | NULL·· | — | Cleared |
| Phone | — | — | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 3697 LAKE VIEW ROAD | 3697 Lake View Rd | Changed |
| City | CHANDLER | Chandler | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85267 | 85267 | Unchanged |
| Group | GRP-9695 | GRP-9695 | Unchanged |
| Plan | choice-plus-ppo | CHOICE-PLUS-PPO | Changed |
- Quality score
- 0.74
- Name key
- debra|matthews
- Address key
- 3697|lake view|85267
- Canonical first
- debra
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- City re-casedCity re-cased to Title Case
- Plan code upper-casedPlan code upper-cased
- 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 |
|---|---|---|---|---|
| TPA-57637 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020441
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Debra Matthews, 1973-10-28, 2 records, Verified
Evidence
Matched against TPA-57637
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyc5e209c5ac2026-10-19 19:54:38, scoring_agentidentity id MBR-020441, confidence 1, method probabilistic, matched record TPA-57637, policy version 1
- Record linked automatically6689390a132026-10-19 19:52:09, scoring_agentidentity id MBR-020441, confidence 1, method probabilistic, matched record TPA-57637, policy version 1
- Record linked automaticallyc83e67b03c2026-10-19 19:45:42, scoring_agentidentity id MBR-020441, confidence 1, method probabilistic, matched record TPA-57637, policy version 1
- Record linked automaticallyd2633bbc082026-10-19 19:32:31, scoring_agentidentity id MBR-020441, confidence 1, method probabilistic, matched record TPA-57637, policy version 1
- Record linked automaticallyd621ec3b1b2026-10-19 19:31:28, scoring_agentidentity id MBR-005236, confidence 1, method probabilistic, matched record ENR-122636, policy version 1