Record, CLM, bronze and silver
CLM-421627
Received 2026-08-02T23:11:07Z, line 39,820 of the CLM feed
CLMScored
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 G | Arjun | Changed |
| Middle | — | G | Changed |
| Last name | Morris | Morris | Unchanged |
| Date of birth | 19990221 | 1999-02-21 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-36733-02 | UHC-36733-02 | Unchanged |
| SSN | •••-••-4794 | •••-••-4794 | Unchanged |
| Phone | ·8436328177 | 8436328177 | Parsed |
| NULL | — | Cleared | |
| Address | 3815 Cedar Ln | 3815 Cedar Ln | Unchanged |
| City | SCOTTSDALE | Scottsdale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | ·85290 | 85290 | Changed |
| Group | GRP-7771 | GRP-7771 | Unchanged |
| Plan | CHOICE-PLUS-PPO·· | CHOICE-PLUS-PPO | Changed |
- Quality score
- 0.78
- Name key
- arjun|morris
- Address key
- 3815|cedar|85290
- Canonical first
- arjun
Quality flags
5 raised during normalisation
- Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| TPA-59506 | 1.00 | Scored | — | Auto-linked |
| ENR-128316 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-421626 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-032587
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Arjun Morris, 1999-02-21, 4 records, Verified
Evidence
Matched against TPA-59506
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyc47291b37e2026-10-19 19:54:38, scoring_agentidentity id MBR-032587, confidence 1, method probabilistic, matched record TPA-59506, policy version 1
- Record linked automatically63296284252026-10-19 19:52:09, scoring_agentidentity id MBR-032587, confidence 1, method probabilistic, matched record TPA-59506, policy version 1
- Record linked automatically3f9afe34222026-10-19 19:45:42, scoring_agentidentity id MBR-032587, confidence 1, method probabilistic, matched record TPA-59506, policy version 1
- Record linked automaticallyb8c4f57a792026-10-19 19:32:31, scoring_agentidentity id MBR-032587, confidence 1, method probabilistic, matched record TPA-59506, policy version 1
- Record linked automatically8d292e07a92026-10-19 19:31:28, matching_agentidentity id MBR-009357, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421628