Record, CLM, bronze and silver
CLM-430744
Received 2026-02-14T05:12:45Z, line 95,821 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 | larry | Larry | Changed |
| Middle | — | — | Unchanged |
| Last name | ·hansen | Hansen | Changed |
| Date of birth | Aug 13, 1999 | 1999-08-13 | Parsed |
| Gender | M·· | M | Parsed |
| Member ID | null | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | NULL | — | Cleared |
| — | — | Unchanged | |
| Address | 5799 Union Street | 5799 Union St | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | ·85752-7024 | 85752 | Changed |
| Group | GRP-3847 | GRP-3847 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- larry|hansen
- Address key
- 5799|union|85752
- Canonical first
- larry
Quality flags
7 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| ENR-140387 | 1.00 | Scored | — | Auto-linked |
| PRV-29001 | 1.00 | Scored | — | Auto-linked |
| CLM-430743 | 0.83 | Scored | — | Sent to steward |
| CLM-430742 | 0.72 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000009
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Larry Hansen, 1999-08-13, 4 records, Verified
Evidence
Matched against PRV-29001
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyba8bd3e4b62026-10-19 19:54:38, scoring_agentidentity id MBR-000009, confidence 1, method probabilistic, matched record PRV-29001, policy version 1
- Record linked automaticallya4f270eae12026-10-19 19:52:08, scoring_agentidentity id MBR-000009, confidence 1, method probabilistic, matched record PRV-29001, policy version 1
- Record linked automaticallyf3645d9d082026-10-19 19:45:41, scoring_agentidentity id MBR-000009, confidence 1, method probabilistic, matched record PRV-29001, policy version 1
- Record linked automaticallydb90ca795d2026-10-19 19:32:30, scoring_agentidentity id MBR-000009, confidence 1, method probabilistic, matched record PRV-29001, policy version 1
- Record linked automatically8001cd8ca62026-10-19 19:31:28, matching_agentidentity id MBR-034393, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430745