Record, CLM, bronze and silver
CLM-419335
Received 2026-06-23T03:16:43Z, line 56,493 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 | GREGORY | Gregory | Changed |
| Middle | F | F | Unchanged |
| Last name | JAMES | James | Changed |
| Date of birth | 3/22/1971 | 1971-03-22 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC6470190 | UHC-64701-90 | Parsed |
| SSN | •••-••-9335 | •••-••-9335 | Unchanged |
| Phone | (206) 274-1907 | 2062741907 | Parsed |
| gregory.james@gmail.com | gregory.james@gmail.com | Unchanged | |
| Address | 8867 Hillcrest Road | 8867 Hillcrest Rd | Changed |
| City | Charlotte | Charlotte | Unchanged |
| State | NC | NC | Unchanged |
| ZIP | 28249 | 28249 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.60
- Name key
- gregory|james
- Address key
- 8867|hillcrest|28249
- Canonical first
- gregory
Quality flags
8 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
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-419334 | 1.00 | Scored | — | Auto-linked |
| CLM-419332 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-25749 | 0.82 | Scored | — | Sent to steward |
| CLM-419333 | 0.79 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009446
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Gregory James, 1971-03-22, 5 records, Verified
Evidence
Matched against CLM-419334
| 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 automatically5fa4598eef2026-10-19 19:54:38, scoring_agentidentity id MBR-009446, confidence 1, method probabilistic, matched record CLM-419334, policy version 1
- Record linked automatically4b1fb892322026-10-19 19:52:09, scoring_agentidentity id MBR-009446, confidence 1, method probabilistic, matched record CLM-419334, policy version 1
- Record linked automatically363d9b5f1e2026-10-19 19:45:42, scoring_agentidentity id MBR-009446, confidence 1, method probabilistic, matched record CLM-419334, policy version 1
- Record linked automaticallya9e15fa2cc2026-10-19 19:32:31, scoring_agentidentity id MBR-009446, confidence 1, method probabilistic, matched record CLM-419334, policy version 1
- Record linked automaticallya51161a7f72026-10-19 19:31:28, matching_agentidentity id MBR-041080, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125319