Record, CLM, bronze and silver
CLM-424804
Received 2026-05-31T13:51:28Z, line 72,930 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 | ford | Ford | Changed |
| Date of birth | 1971-04-08 | 1971-04-08 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 5826 Pine Dr | 5826 Pine Dr | Unchanged |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | null | — | Cleared |
| Group | GRP-9751 | GRP-9751 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.82
- Name key
- fatima|ford
- Address key
- 5826|pine|mesa
- Canonical first
- fatima
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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-132394 | 0.93 | Scored | — | Auto-linked |
| TPA-60928 | 0.93 | Scored | — | Auto-linked |
| TPA-60929 | 0.83 | Scored | — | Sent to steward |
| CLM-424803 | 0.74 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-024156
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Fatima Ford, 1971-04-08, 5 records, Verified
Evidence
Matched against ENR-132394
| 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
5 hash-chained entries for this record
- Record linked automaticallyd957816ee22026-10-19 19:54:38, scoring_agentidentity id MBR-024156, confidence 0.925, method probabilistic, matched record ENR-132394, policy version 1
- Record linked automaticallyae4e02c3362026-10-19 19:52:09, scoring_agentidentity id MBR-024156, confidence 0.925, method probabilistic, matched record ENR-132394, policy version 1
- Record linked automatically3894b032ec2026-10-19 19:45:42, scoring_agentidentity id MBR-024156, confidence 0.925, method probabilistic, matched record ENR-132394, policy version 1
- Record linked automatically53061e591d2026-10-19 19:32:31, scoring_agentidentity id MBR-024156, confidence 0.925, method probabilistic, matched record ENR-132394, policy version 1
- Record linked automatically2dcaf75b092026-10-19 19:31:28, scoring_agentidentity id MBR-008829, confidence 0.98, method probabilistic, matched record ENR-132638, policy version 1