Record, CLM, bronze and silver
CLM-403002
Received 2026-01-12T03:04:11Z, line 27,892 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 | Barnes, Gary | Gary | Changed |
| Middle | B | B | Unchanged |
| Last name | — | Barnes | Changed |
| Date of birth | 21-08-1955 | 1955-08-21 | Parsed |
| Gender | M·· | M | Parsed |
| Member ID | UHC-36095-57 | UHC-36095-57 | Unchanged |
| SSN | •••-••-3724 | •••-••-3724 | Unchanged |
| Phone | +1 605 761 2471 | 6057612471 | Parsed |
| NULL | — | Cleared | |
| Address | 4992 Ridge Road | 4992 Ridge Rd | Changed |
| City | MESA | Mesa | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85265 | 85265 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.62
- Name key
- gary|barnes
- Address key
- 4992|ridge|85265
- Canonical first
- gary
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 reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- City re-casedCity re-cased to Title Case
- 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-103883 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003563
- Method
- Rule
- Confidence
- 0.96
- Rule
- D3 member id + name
Golden record: Gary Barnes, 1956-08-21, 2 records, Verified
Evidence
Matched against ENR-103883
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 0.50 | 3.0 | one_digit |
| 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
6 hash-chained entries for this record
- Record linked automatically11278f39932026-10-22 12:43:53, matching_agentidentity id MBR-003563, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-103883
- Record linked automatically676604c3922026-10-19 19:54:38, matching_agentidentity id MBR-003563, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-103883
- Record linked automatically93c31be5f52026-10-19 19:52:08, matching_agentidentity id MBR-003563, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-103883
- Record linked automaticallyc1f032a5922026-10-19 19:45:42, matching_agentidentity id MBR-003563, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-103883
- Record linked automaticallyce7abffb332026-10-19 19:32:31, matching_agentidentity id MBR-003563, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-103883
- Record linked automatically75caf1b8932026-10-19 19:31:28, matching_agentidentity id MBR-008043, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103944