Record, CLM , bronze and silver
CLM-423371
Received 2026-01-03T06:40:05Z , line 36,335 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Deborah | Deborah | Unchanged |
| Middle | M. | M | Changed |
| Last name | Clark | Clark | Unchanged |
| Date of birth | 1985-04-10 | 1985-04-10 | Unchanged |
| Gender | -·· | — | Cleared |
| Member ID | - | — | Cleared |
| SSN | ·NULL | — | Cleared |
| Phone | 233.414.5134 | 2334145134 | Parsed |
| — | — | Unchanged | |
| Address | 1310 River Road | 1310 River Rd | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | - | — | Cleared |
| Group | — | — | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.66
- Name key
- deborah|clark
- Address key
- 1310|river|fresno
- Canonical first
- deborah
Quality flags
5 raised during normalisation
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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-130561 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-000723
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Deborah Clark, 1985-04-10, 3 records, Verified
Evidence
Matched against ENR-130561
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically79d07b2a8a2026-10-22 12:43:52, scoring_agentidentity id MBR-000723, confidence 0.937, method probabilistic, matched record ENR-130561, policy version 1
- Record linked automatically0440bef71b2026-10-19 19:54:38, scoring_agentidentity id MBR-000723, confidence 0.937, method probabilistic, matched record ENR-130561, policy version 1
- Record linked automaticallyd43ad856d32026-10-19 19:52:08, scoring_agentidentity id MBR-000723, confidence 0.937, method probabilistic, matched record ENR-130561, policy version 1
- Record linked automaticallyf4ea743c382026-10-19 19:45:41, scoring_agentidentity id MBR-000723, confidence 0.937, method probabilistic, matched record ENR-130561, policy version 1
- Record linked automaticallyc2e69ffd062026-10-19 19:32:31, scoring_agentidentity id MBR-000723, confidence 0.937, method probabilistic, matched record ENR-130561, policy version 1
- Record linked automatically495b5c178e2026-10-19 19:31:28, matching_agentidentity id MBR-027501, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130784