Record, CLM, bronze and silver
CLM-402974
Received 2026-01-09T08:19:58Z, line 12,085 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 | FATIMA | Fatima | Changed |
| Middle | — | — | Unchanged |
| Last name | WEBB | Webb | Changed |
| Date of birth | 20-11-1964 | 1964-11-20 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-1542 | •••-••-1542 | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 2690 Desert Sky Blvd | 2690 Desert Sky Blvd | Unchanged |
| City | LOS ANGELES | Los Angeles | Changed |
| State | CA | CA | Unchanged |
| ZIP | UNKNOWN | — | Cleared |
| Group | GRP-1858 | GRP-1858 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- fatima|webb
- Address key
- 2690|desert sky|los angeles
- Canonical first
- fatima
Quality flags
6 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)
- City re-casedCity re-cased to Title Case
- ZIP missingStreet address present but no ZIP supplied
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| CLM-402973 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-002681
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Fatima Webb, 1964-11-20, 2 records, Verified
Evidence
Matched against CLM-402973
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically4e2a30437b2026-10-22 12:43:53, scoring_agentidentity id MBR-002681, confidence 0.925, method probabilistic, matched record CLM-402973, policy version 1
- Record linked automaticallybebee41fb72026-10-19 19:54:38, scoring_agentidentity id MBR-002681, confidence 0.925, method probabilistic, matched record CLM-402973, policy version 1
- Record linked automaticallyfd4f52dfdf2026-10-19 19:52:08, scoring_agentidentity id MBR-002681, confidence 0.925, method probabilistic, matched record CLM-402973, policy version 1
- Record linked automatically29caeebd8e2026-10-19 19:45:41, scoring_agentidentity id MBR-002681, confidence 0.925, method probabilistic, matched record CLM-402973, policy version 1
- Record linked automatically6e6127eafe2026-10-19 19:32:31, scoring_agentidentity id MBR-002681, confidence 0.925, method probabilistic, matched record CLM-402973, policy version 1
- Record linked automaticallyd131c4faeb2026-10-19 19:31:28, matching_agentidentity id MBR-009121, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-103904