Record, CLM, bronze and silver
CLM-421472
Received 2026-01-03T22:00:52Z, line 34,894 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 | — | — | Unchanged |
| Last name | REYNOLDS | Reynolds | Changed |
| Date of birth | 10/8/1987 | 1987-10-08 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-54196-28 | UHC-54196-28 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 7640844 | — | Cleared |
| arjun.reynolds58@proton.me | arjun.reynolds58@proton.me | Unchanged | |
| Address | 5920 WILLOW COURT | 5920 Willow Ct | Changed |
| 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
- 0.66
- Name key
- arjun|reynolds
- Address key
- 5920|willow|85382
- Canonical first
- arjun
Quality flags
5 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 missing area codePhone had only seven digits (no area code); cleared
- 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
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-421471 | 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-421471
| 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 automaticallyb1caa2e62f2026-10-22 12:43:52, matching_agentidentity id MBR-000930, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421471
- Record linked automaticallyf52046c7492026-10-19 19:54:38, matching_agentidentity id MBR-000930, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421471
- Record linked automatically3c372eafa82026-10-19 19:52:08, matching_agentidentity id MBR-000930, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421471
- Record linked automatically4267c1cc5c2026-10-19 19:45:41, matching_agentidentity id MBR-000930, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421471
- Record linked automatically7379e8ad852026-10-19 19:32:31, matching_agentidentity id MBR-000930, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421471
- Record linked automaticallyac2d5d13152026-10-19 19:31:28, scoring_agentidentity id MBR-016124, confidence 1, method probabilistic, matched record TPA-59379, policy version 1