Record, CLM , bronze and silver
CLM-429277
Received 2026-10-04T05:08:00Z, line 82,715 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | JOHN | John | Changed |
| Middle | — | — | Unchanged |
| Last name | BELL | Bell | Changed |
| Date of birth | 1979-07-03 | 1979-07-03 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-89686-04 | UHC-89686-04 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 312.606.8312 | 3126068312 | Parsed |
| — | — | Unchanged | |
| Address | 4113 Market St | 4113 Market St | Unchanged |
| City | TUCSON | Tucson | Changed |
| State | Arizona | AZ | Changed |
| ZIP | 85785 | 85785 | Unchanged |
| Group | GRP-8161 | GRP-8161 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- john|bell
- Address key
- 4113|market|85785
- Canonical first
- john
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-429278 | 1.00 | Scored | — | Auto-linked |
| PRV-28591 | 1.00 | Scored | — | Auto-linked |
| ENR-138417 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-429279 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012845
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: John Bell, 1979-07-03, 5 records, Verified
Evidence
Matched against PRV-28591
| 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 automaticallyd16ba7f20e2026-10-19 19:54:38, scoring_agentidentity id MBR-012845, confidence 1, method probabilistic, matched record PRV-28591, policy version 1
- Record linked automaticallye962f20f472026-10-19 19:52:09, scoring_agentidentity id MBR-012845, confidence 1, method probabilistic, matched record PRV-28591, policy version 1
- Record linked automaticallyb219510d1c2026-10-19 19:45:42, scoring_agentidentity id MBR-012845, confidence 1, method probabilistic, matched record PRV-28591, policy version 1
- Record linked automatically59cbaaa2232026-10-19 19:32:31, scoring_agentidentity id MBR-012845, confidence 1, method probabilistic, matched record PRV-28591, policy version 1
- Record linked automatically78eba929c72026-10-19 19:31:28, matching_agentidentity id MBR-005175, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138681