Record, CLM, bronze and silver
CLM-410769
Received 2026-06-19T18:09:31Z, line 33,453 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 | AHMED | Ahmed | Changed |
| Middle | — | — | Unchanged |
| Last name | SOTO | Soto | Changed |
| Date of birth | 1938-03-10 | 1938-03-10 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-9371 | •••-••-9371 | Unchanged |
| Phone | 591-243-5478 | 5912435478 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 8663 LAKE VIEW ROAD | 8663 Lake View Rd | Changed |
| City | Tucson | Tucson | Unchanged |
| State | ·AZ | AZ | Changed |
| ZIP | 85743 | 85743 | Unchanged |
| Group | GRP-5451·· | GRP-5451 | Changed |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.76
- Name key
- ahmed|soto
- Address key
- 8663|lake view|85743
- Canonical first
- ahmed
Quality flags
6 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
- 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
- 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 |
|---|---|---|---|---|
| CLM-410768 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-114139 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-020636
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
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 |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically1692ca0bd52026-10-22 12:43:54, matching_agentidentity id MBR-020636, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-114139
- Record linked automatically5b5c08db262026-10-19 19:54:38, matching_agentidentity id MBR-020636, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-114139
- Record linked automaticallyc62bd853a62026-10-19 19:52:09, matching_agentidentity id MBR-020636, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-114139
- Record linked automatically2bf66b66d42026-10-19 19:45:42, matching_agentidentity id MBR-020636, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-114139
- Record linked automatically7d83ae718e2026-10-19 19:32:31, matching_agentidentity id MBR-020636, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-114139
- Record linked automaticallyd05e9623cf2026-10-19 19:31:28, matching_agentidentity id MBR-016902, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-114257