Record, CLM, bronze and silver
CLM-432084
Received 2026-02-22T20:41:57Z, line 76,795 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 | william·· | William | Changed |
| Middle | U | U | Unchanged |
| Last name | wells | Wells | Changed |
| Date of birth | 06/27/96 | 1996-06-27 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | uhc-43805-72 | UHC-43805-72 | Parsed |
| SSN | •••-••-9905 | •••-••-9905 | Unchanged |
| Phone | 9375878321 | 9375878321 | Unchanged |
| null | — | Cleared | |
| Address | 4905 LAKE VIEW ROAD | 4905 Lake View Rd | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85085 | 85085 | Unchanged |
| Group | GRP-0110 | GRP-0110 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.62
- Name key
- william|wells
- Address key
- 4905|lake view|85085
- Canonical first
- william
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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 |
|---|---|---|---|---|
| TPA-64163 | 1.00 | Scored | — | Auto-linked |
| ENR-142111 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-432085 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-015157
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: William Wells, 1996-06-27, 4 records, Verified
Evidence
Matched against TPA-64163
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically5dfce699a72026-10-19 19:54:38, scoring_agentidentity id MBR-015157, confidence 1, method probabilistic, matched record TPA-64163, policy version 1
- Record linked automatically96d3a50c882026-10-19 19:52:09, scoring_agentidentity id MBR-015157, confidence 1, method probabilistic, matched record TPA-64163, policy version 1
- Record linked automaticallyc3f66906f32026-10-19 19:45:42, scoring_agentidentity id MBR-015157, confidence 1, method probabilistic, matched record TPA-64163, policy version 1
- Record linked automatically678ee99f952026-10-19 19:32:31, scoring_agentidentity id MBR-015157, confidence 1, method probabilistic, matched record TPA-64163, policy version 1
- Record linked automaticallycea484729f2026-10-19 19:31:28, scoring_agentidentity id MBR-026088, confidence 1, method probabilistic, matched record ENR-142324, policy version 1