Record, CLM, bronze and silver
CLM-427281
Received 2026-09-16T04:19:05Z, line 69,410 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 | BOYD | Boyd | Changed |
| Middle | — | — | Unchanged |
| Last name | GEORGE | George | Changed |
| Date of birth | Nov 23, 1977 | 1977-11-23 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | uhc-29797-34 | UHC-29797-34 | Parsed |
| SSN | - | — | Cleared |
| Phone | 431.805.8304 | 4318058304 | Parsed |
| N/A·· | — | Cleared | |
| Address | 9125 RIVER ROAD | 9125 River Rd | Changed |
| City | Denver | Denver | Unchanged |
| State | co | CO | Changed |
| ZIP | 80288 | 80288 | Unchanged |
| Group | GRP-9573 | GRP-9573 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.72
- Name key
- boyd|george
- Address key
- 9125|river|80288
- Canonical first
- boyd
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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
- State code upper-casedTwo-letter state code upper-cased
- 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-427282 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-135758 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-427280 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-012753
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: George Boyd, 1977-11-23, 4 records, Verified
Evidence
Matched against CLM-427282
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
6 hash-chained entries for this record
- Record linked automatically7da3d59ad12026-10-22 12:43:54, matching_agentidentity id MBR-012753, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427282
- Record linked automatically9d348d54102026-10-19 19:54:38, matching_agentidentity id MBR-012753, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427282
- Record linked automatically98f67628d62026-10-19 19:52:09, matching_agentidentity id MBR-012753, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427282
- Record linked automatically9e66ce90302026-10-19 19:45:42, matching_agentidentity id MBR-012753, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427282
- Record linked automaticallyff28a1dd122026-10-19 19:32:31, matching_agentidentity id MBR-012753, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427282
- Record linked automatically1d4b42c7d52026-10-19 19:31:28, scoring_agentidentity id MBR-020997, confidence 1, method probabilistic, matched record TPA-62000, policy version 1