Record, CLM, bronze and silver
CLM-422097
Received 2026-08-30T16:58:00Z, line 48,522 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 | JAMES | James | Changed |
| Middle | — | — | Unchanged |
| Last name | ·WILLIAMS | Williams | Changed |
| Date of birth | 22-08-1985·· | 1985-08-22 | Parsed |
| Gender | ·M | M | Parsed |
| Member ID | UHC-59391-53 | UHC-59391-53 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | -·· | — | Cleared |
| — | — | Unchanged | |
| Address | 1733 Canyon Rd | 1733 Canyon Rd | Unchanged |
| City | Minneapolis | Minneapolis | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55431 | 55431 | Unchanged |
| Group | GRP-3909 | GRP-3909 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.92
- Name key
- james|williams
- Address key
- 1733|canyon|55431
- Canonical first
- james
Quality flags
4 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)
- 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-26521 | 1.00 | Scored | — | Auto-linked |
| CLM-422098 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-26522 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-028855
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: James Williams, 1985-08-22, 4 records, Verified
Evidence
Matched against PRV-26521
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automaticallye51007dc5f2026-10-19 19:54:38, scoring_agentidentity id MBR-028855, confidence 1, method probabilistic, matched record PRV-26521, policy version 1
- Record linked automaticallydc8fa5ddcf2026-10-19 19:52:09, scoring_agentidentity id MBR-028855, confidence 1, method probabilistic, matched record PRV-26521, policy version 1
- Record linked automaticallye5d5244fd92026-10-19 19:45:42, scoring_agentidentity id MBR-028855, confidence 1, method probabilistic, matched record PRV-26521, policy version 1
- Record linked automatically2fa38b582d2026-10-19 19:32:31, scoring_agentidentity id MBR-028855, confidence 1, method probabilistic, matched record PRV-26521, policy version 1