Record, CLM, bronze and silver
CLM-424854
Received 2026-10-11T21:38:35Z, line 28,097 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Butler, Thomas | Thomas | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Butler | Changed |
| Date of birth | 1894-05-27 | — | Cleared |
| Gender | F | F | Unchanged |
| Member ID | UHC-27322-96 | UHC-27322-96 | Unchanged |
| SSN | •••-••-7294 | •••-••-7294 | Unchanged |
| Phone | 234.278.4349 | 2342784349 | Parsed |
| - | — | Cleared | |
| Address | 7572 Central Avenue | 7572 Central Ave | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | ·85242 | 85242 | Changed |
| Group | GRP-6157 | GRP-6157 | Unchanged |
| Plan | ·· | — | Unchanged |
- Quality score
- 0.50
- Name key
- thomas|butler
- Address key
- 7572|central|85242
- Canonical first
- thomas
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth unreadableDate of birth did not match any known format or was out of range; cleared
- 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
- 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 |
|---|---|---|---|---|
| ENR-132475 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-046166
- Method
- Rule
- Confidence
- 0.96
- Rule
- D3 member id + name
Golden record: Thomas Butler, 1984-05-27, 2 records, Verified
Evidence
Matched against ENR-132475
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically79643167bc2026-10-19 19:54:39, matching_agentidentity id MBR-046166, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-132475
- Record linked automatically04ef4f43702026-10-19 19:52:09, matching_agentidentity id MBR-046166, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-132475
- Record linked automaticallyde649ec3402026-10-19 19:45:42, matching_agentidentity id MBR-046166, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-132475
- Record linked automatically237e7757722026-10-19 19:32:31, matching_agentidentity id MBR-046166, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-132475
- Record linked automatically7313e2e64f2026-10-19 19:31:28, scoring_agentidentity id MBR-037911, confidence 1, method probabilistic, matched record ENR-132713, policy version 1