Record, CLM, bronze and silver
CLM-402256
Received 2026-09-01T03:19:43Z, line 31,415 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | debra·· | Debra | Changed |
| Middle | — | — | Unchanged |
| Last name | hoffman | Hoffman | Changed |
| Date of birth | 19890303 | 1989-03-03 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-99555-59 | UHC-99555-59 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | (842) 710-3412 | 8427103412 | Parsed |
| — | — | Unchanged | |
| Address | 9110 GRAND AVE | 9110 Grand Ave | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | — | — | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.46
- Name key
- debra|hoffman
- Address key
- 9110|grand|scottsdale
- Canonical first
- debra
Quality flags
9 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
- ZIP missingStreet address present but no ZIP supplied
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| CLM-402254 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-402255 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007954
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Debra Hoffman, 1989-03-03, 3 records, Verified
Evidence
Matched against CLM-402254
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically4b01e8590b2026-10-19 19:54:38, matching_agentidentity id MBR-007954, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-402254
- Record linked automatically9ca49d44d22026-10-19 19:52:09, matching_agentidentity id MBR-007954, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-402254
- Record linked automatically6866141e972026-10-19 19:45:42, matching_agentidentity id MBR-007954, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-402254
- Record linked automaticallyd9b3f074722026-10-19 19:32:31, matching_agentidentity id MBR-007954, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-402254
- Record linked automaticallyf6ab9a32f42026-10-19 19:31:28, scoring_agentidentity id MBR-020027, confidence 1, method probabilistic, matched record TPA-51032, policy version 1