Record, CLM, bronze and silver
CLM-421471
Received 2026-05-16T22:07:20Z, line 88,126 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 | arjun | Arjun | Changed |
| Middle | ·P | P | Changed |
| Last name | reynolds | Reynolds | Changed |
| Date of birth | 1987-10-08 | 1987-10-08 | Unchanged |
| Gender | NULL | — | Cleared |
| Member ID | UHC5419628 | UHC-54196-28 | Parsed |
| SSN | N/A | — | Cleared |
| Phone | (216) 764-0844 | 2167640844 | Parsed |
| NULL | — | Cleared | |
| Address | 5920 Willow Ct | 5920 Willow Ct | Unchanged |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85382 | 85382 | Unchanged |
| Group | GRP-7341 | GRP-7341 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.92
- Name key
- arjun|reynolds
- Address key
- 5920|willow|85382
- Canonical first
- arjun
Quality flags
4 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
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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-421472 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-000930
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Arjun Reynolds, 1987-10-08, 2 records, Verified
Evidence
Matched against CLM-421472
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically7bece6f2a32026-10-22 12:43:52, matching_agentidentity id MBR-000930, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421472
- Record linked automatically341ea428202026-10-19 19:54:38, matching_agentidentity id MBR-000930, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421472
- Record linked automatically17e85460442026-10-19 19:52:08, matching_agentidentity id MBR-000930, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421472
- Record linked automatically92e3ec111d2026-10-19 19:45:41, matching_agentidentity id MBR-000930, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421472
- Record linked automaticallyef9570e14f2026-10-19 19:32:31, matching_agentidentity id MBR-000930, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421472
- Record linked automaticallyc806eded0b2026-10-19 19:31:28, scoring_agentidentity id MBR-000641, confidence 1, method probabilistic, matched record ENR-128216, policy version 1