Record, CLM, bronze and silver
CLM-428283
Received 2026-08-22T14:58:46Z, line 77,245 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 | FLORES | Flores | Changed |
| Date of birth | 2/16/1999·· | 1999-02-16 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | ·UHC-44900-25 | UHC-44900-25 | Parsed |
| SSN | •••-••-2077 | •••-••-2077 | Parsed |
| Phone | NULL | — | Cleared |
| - | — | Cleared | |
| Address | 8217 Union St | 8217 Union St | Unchanged |
| City | Tempe | Tempe | Unchanged |
| State | az | AZ | Changed |
| ZIP | 85277 | 85277 | Unchanged |
| Group | GRP-9334 | GRP-9334 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- arjun|flores
- Address key
- 8217|union|85277
- Canonical first
- arjun
Quality flags
6 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)
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- State code upper-casedTwo-letter state code upper-cased
- 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 |
|---|---|---|---|---|
| ENR-137103 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-013356
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Arjun Flores, 1999-02-16, 2 records, Verified
Evidence
Matched against ENR-137103
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically54b85930132026-10-22 12:43:54, matching_agentidentity id MBR-013356, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137103
- Record linked automaticallyca727e15a42026-10-19 19:54:38, matching_agentidentity id MBR-013356, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137103
- Record linked automaticallyac2d6de3ca2026-10-19 19:52:09, matching_agentidentity id MBR-013356, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137103
- Record linked automaticallye6d691baf02026-10-19 19:45:42, matching_agentidentity id MBR-013356, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137103
- Record linked automatically4a3bd130742026-10-19 19:32:31, matching_agentidentity id MBR-013356, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137103
- Record linked automaticallycc4128068b2026-10-19 19:31:28, scoring_agentidentity id MBR-038897, confidence 1, method probabilistic, matched record TPA-62429, policy version 1