Record, CLM, bronze and silver
CLM-400967
Received 2026-06-05T08:43:46Z, line 10,571 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 | joseph | Joseph | Changed |
| Middle | I. | I | Changed |
| Last name | ·gibert | Gibert | Changed |
| Date of birth | 19460721 | 1946-07-21 | Parsed |
| Gender | ·M | M | Parsed |
| Member ID | ···· | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 3513213461 | 3513213461 | Unchanged |
| - | — | Cleared | |
| Address | 2818 Bayshore Drive | 2818 Bayshore Dr | Changed |
| City | Tucson·· | Tucson | Changed |
| State | AZ·· | AZ | Changed |
| ZIP | 85738 | 85738 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.76
- Name key
- joseph|gibert
- Address key
- 2818|bayshore|85738
- Canonical first
- joseph
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)
- 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
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- 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 |
|---|---|---|---|---|
| PRV-20307 | 0.99 | Scored | — | Auto-linked |
| ENR-101272 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-025011
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Joseph Gilbert, 1946-07-21, 3 records, Verified
Evidence
Matched against PRV-20307
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyfdcc8862bc2026-10-22 12:43:54, scoring_agentidentity id MBR-025011, confidence 0.991, method probabilistic, matched record PRV-20307, policy version 1
- Record linked automaticallyb633fb43692026-10-19 19:54:38, scoring_agentidentity id MBR-025011, confidence 0.991, method probabilistic, matched record PRV-20307, policy version 1
- Record linked automaticallya1bf3cf4582026-10-19 19:52:09, scoring_agentidentity id MBR-025011, confidence 0.991, method probabilistic, matched record PRV-20307, policy version 1
- Record linked automaticallyae72d686842026-10-19 19:45:42, scoring_agentidentity id MBR-025011, confidence 0.991, method probabilistic, matched record PRV-20307, policy version 1
- Record linked automaticallye04bc6bed82026-10-19 19:32:31, scoring_agentidentity id MBR-025011, confidence 0.991, method probabilistic, matched record PRV-20307, policy version 1
- Record linked automaticallyd5141ae3752026-10-19 19:31:28, scoring_agentidentity id MBR-015308, confidence 0.992, method probabilistic, matched record PRV-20280, policy version 1