Record, CLM, bronze and silver
CLM-431790
Received 2026-09-19T10:56:33Z, line 16,957 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 | dennis | Dennis | Changed |
| Middle | — | — | Unchanged |
| Last name | hart | Hart | Changed |
| Date of birth | 06-01-1980 | 1980-01-06 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-45131-07 | UHC-45131-07 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 257-698-4525 | 2576984525 | Parsed |
| N/A | — | Cleared | |
| Address | 8743 Maple Avenue | 8743 Maple Ave | Changed |
| City | ·Mesa | Mesa | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85254 | 85254 | Unchanged |
| Group | — | — | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.74
- Name key
- dennis|hart
- Address key
- 8743|maple|85254
- Canonical first
- dennis
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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-29291 | 1.00 | Scored | — | Auto-linked |
| CLM-431791 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-141705 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-029413
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Dennis Hart, 1980-01-06, 4 records, Verified
Evidence
Matched against PRV-29291
| 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
5 hash-chained entries for this record
- Record linked automatically493f6395f12026-10-19 19:54:38, scoring_agentidentity id MBR-029413, confidence 1, method probabilistic, matched record PRV-29291, policy version 1
- Record linked automatically04063c2f522026-10-19 19:52:09, scoring_agentidentity id MBR-029413, confidence 1, method probabilistic, matched record PRV-29291, policy version 1
- Record linked automatically07297f95122026-10-19 19:45:42, scoring_agentidentity id MBR-029413, confidence 1, method probabilistic, matched record PRV-29291, policy version 1
- Record linked automatically1a1b751a122026-10-19 19:32:31, scoring_agentidentity id MBR-029413, confidence 1, method probabilistic, matched record PRV-29291, policy version 1
- Record linked automaticallyae4d85a80b2026-10-19 19:31:28, scoring_agentidentity id MBR-031210, confidence 1, method probabilistic, matched record PRV-29265, policy version 1