Record, CLM, bronze and silver
CLM-419332
Received 2026-08-13T11:22:35Z, line 13,986 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 | 22-03-1971 | 1971-03-22 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-64701-90 | UHC-64701-90 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | 669 Desert Sky Boulevard | 669 Desert Sky Blvd | Changed |
| City | San Antonio | San Antonio | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 78294-3755 | 78294 | Changed |
| Group | GRP-7365 | GRP-7365 | Unchanged |
| Plan | MEDICARE-ADV-B·· | MEDICARE-ADV-B | Changed |
- Quality score
- 0.50
- Name key
- gregory|james
- Address key
- 669|desert sky|78294
- Canonical first
- gregory
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
- 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 |
|---|---|---|---|---|
| PRV-25749 | 1.00 | Scored | — | Auto-linked |
| CLM-419333 | 1.00 | Scored | — | Auto-linked |
| CLM-419335 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-419334 | 0.75 | 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-419333
| 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 automatically2895b9d4b62026-10-19 19:54:38, scoring_agentidentity id MBR-009446, confidence 1, method probabilistic, matched record CLM-419333, policy version 1
- Record linked automatically22e9cc885c2026-10-19 19:52:09, scoring_agentidentity id MBR-009446, confidence 1, method probabilistic, matched record CLM-419333, policy version 1
- Record linked automatically5447dd1b2f2026-10-19 19:45:42, scoring_agentidentity id MBR-009446, confidence 1, method probabilistic, matched record CLM-419333, policy version 1
- Record linked automatically32ee55334d2026-10-19 19:32:31, scoring_agentidentity id MBR-009446, confidence 1, method probabilistic, matched record CLM-419333, policy version 1
- Record linked automaticallye7963b0d512026-10-19 19:31:28, scoring_agentidentity id MBR-006406, confidence 1, method probabilistic, matched record ENR-125311, policy version 1