Record, CLM, bronze and silver
CLM-407466
Received 2026-08-07T23:00:41Z, line 30,195 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 | barbara | Barbara | Changed |
| Middle | — | — | Unchanged |
| Last name | bell | Bell | Changed |
| Date of birth | 2/17/1995 | 1995-02-17 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-7503 | •••-••-7503 | Unchanged |
| Phone | 983-898-5372 | 9838985372 | Parsed |
| — | — | Unchanged | |
| Address | 6067 Apache Blvd·· | 6067 Apache Blvd | Changed |
| City | SAN DIEGO | San Diego | Changed |
| State | CA | CA | Unchanged |
| ZIP | 92101 | 92101 | Unchanged |
| Group | GRP-3905 | GRP-3905 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.78
- Name key
- barbara|bell
- Address key
- 6067|apache|92101
- Canonical first
- barbara
Quality flags
5 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- City re-casedCity re-cased to Title Case
- Gender normalisedGender mapped to F or M from a longer or variant value
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-407465 | 1.00 | Scored | — | Auto-linked |
| ENR-109784 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-109783 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-025156
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Barbara Bell, 1995-02-17, 4 records, Verified
Evidence
Matched against CLM-407465
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallycbd97c1d572026-10-22 12:43:54, scoring_agentidentity id MBR-025156, confidence 1, method probabilistic, matched record CLM-407465, policy version 1
- Record linked automaticallyd3b84afc1f2026-10-19 19:54:38, scoring_agentidentity id MBR-025156, confidence 1, method probabilistic, matched record CLM-407465, policy version 1
- Record linked automatically2efe39525e2026-10-19 19:52:09, scoring_agentidentity id MBR-025156, confidence 1, method probabilistic, matched record CLM-407465, policy version 1
- Record linked automatically5ba34a78682026-10-19 19:45:42, scoring_agentidentity id MBR-025156, confidence 1, method probabilistic, matched record CLM-407465, policy version 1
- Record linked automatically6e0e4add122026-10-19 19:32:31, scoring_agentidentity id MBR-025156, confidence 1, method probabilistic, matched record CLM-407465, policy version 1
- Record linked automaticallya9e44c9bee2026-10-19 19:31:28, scoring_agentidentity id MBR-013244, confidence 0.993, method probabilistic, matched record CLM-407465, policy version 1