Record, CLM, bronze and silver
CLM-423128
Received 2026-06-02T14:53:46Z, line 95,778 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 | sandra | Sandra | Changed |
| Middle | — | — | Unchanged |
| Last name | banks | Banks | Changed |
| Date of birth | 2000-12-28 | 2000-12-28 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-77872-48 | UHC-77872-48 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 15844352533 | 5844352533 | Parsed |
| — | — | Unchanged | |
| Address | 7841 Park Place | 7841 Park Pl | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85736-0468 | 85736 | Changed |
| Group | GRP-3509 | GRP-3509 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- sandra|banks
- Address key
- 7841|park|85736
- Canonical first
- sandra
Quality flags
6 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
- 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
- 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 |
|---|---|---|---|---|
| TPA-60165 | 1.00 | Scored | — | Auto-linked |
| CLM-423130 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-423129 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-130271 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-004231
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sandra Banks, 2000-12-28, 5 records, Verified
Evidence
Matched against TPA-60165
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically1823600c042026-10-22 12:43:53, scoring_agentidentity id MBR-004231, confidence 1, method probabilistic, matched record TPA-60165, policy version 1
- Record linked automatically93f1e5cb102026-10-19 19:54:38, scoring_agentidentity id MBR-004231, confidence 1, method probabilistic, matched record TPA-60165, policy version 1
- Record linked automatically2bb3663eec2026-10-19 19:52:08, scoring_agentidentity id MBR-004231, confidence 1, method probabilistic, matched record TPA-60165, policy version 1
- Record linked automaticallyb24aec2ac42026-10-19 19:45:42, scoring_agentidentity id MBR-004231, confidence 1, method probabilistic, matched record TPA-60165, policy version 1
- Record linked automatically2d683ca7ff2026-10-19 19:32:31, scoring_agentidentity id MBR-004231, confidence 1, method probabilistic, matched record TPA-60165, policy version 1
- Record linked automatically867a21e28b2026-10-19 19:31:28, scoring_agentidentity id MBR-006621, confidence 1, method probabilistic, matched record TPA-60169, policy version 1