Record, CLM, bronze and silver
CLM-410768
Received 2026-08-08T05:51:20Z, line 17,206 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 | Soto, Ahmed | Ahmed | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Soto | Changed |
| Date of birth | 1938-03-10 | 1938-03-10 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-22956-92 | UHC-22956-92 | Unchanged |
| SSN | •••-••-9371 | •••-••-9371 | Unchanged |
| Phone | - | — | Cleared |
| — | — | Unchanged | |
| Address | 8663 LAKE VIEW RD·· | 8663 Lake View Rd | Changed |
| City | TUCSON | Tucson | Changed |
| State | ·AZ | AZ | Changed |
| ZIP | 85743 | 85743 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- ahmed|soto
- Address key
- 8663|lake view|85743
- Canonical first
- ahmed
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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 |
|---|---|---|---|---|
| ENR-114139 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-410769 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-020636
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Ahmed Soto, 1938-03-10, 3 records, Verified
Evidence
Matched against ENR-114139
| 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 automaticallyaecd6e4ece2026-10-22 12:43:54, matching_agentidentity id MBR-020636, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114139
- Record linked automatically21f9f1f4ba2026-10-19 19:54:38, matching_agentidentity id MBR-020636, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114139
- Record linked automaticallyfe279881c22026-10-19 19:52:09, matching_agentidentity id MBR-020636, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114139
- Record linked automaticallyc137d45a222026-10-19 19:45:42, matching_agentidentity id MBR-020636, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114139
- Record linked automaticallya574751a4a2026-10-19 19:32:31, matching_agentidentity id MBR-020636, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114139
- Record linked automaticallyd6685d21052026-10-19 19:31:28, scoring_agentidentity id MBR-005507, confidence 1, method probabilistic, matched record CLM-410767, policy version 1