Record, CLM, bronze and silver
CLM-424333
Received 2026-06-13T04:51:03Z , line 68,660 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 | sofia | Sofia | Changed |
| Middle | — | — | Unchanged |
| Last name | patel | Patel | Changed |
| Date of birth | ·03/25/00 | 2000-03-25 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 261.915.6113 | 2619156113 | Parsed |
| - | — | Cleared | |
| Address | 5736 Ocean Avenue Apt 15 | 5736 Ocean Ave Apt 15 | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85298 | 85298 | Unchanged |
| Group | - | — | Cleared |
| Plan | N/A | — | Cleared |
- Quality score
- 0.48
- Name key
- sofia|patel
- Address key
- 5736|ocean|85298
- Canonical first
- sofia
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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 |
|---|---|---|---|---|
| ENR-131804 | 1.00 | Scored | — | Auto-linked |
| PRV-27169 | 1.00 | Scored | — | Auto-linked |
| PRV-27168 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-031492
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sofia Patel, 2000-03-25, 4 records, Verified
Evidence
Matched against PRV-27168
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallya75942359c2026-10-19 19:54:38, scoring_agentidentity id MBR-031492, confidence 1, method probabilistic, matched record PRV-27168, policy version 1
- Record linked automatically28c44fc4df2026-10-19 19:52:09, scoring_agentidentity id MBR-031492, confidence 1, method probabilistic, matched record PRV-27168, policy version 1
- Record linked automaticallya3dffee32d2026-10-19 19:45:42, scoring_agentidentity id MBR-031492, confidence 1, method probabilistic, matched record PRV-27168, policy version 1
- Record linked automatically56ac43f2672026-10-19 19:32:31, scoring_agentidentity id MBR-031492, confidence 1, method probabilistic, matched record PRV-27168, policy version 1
- Record linked automatically053cc117c92026-10-19 19:31:28, matching_agentidentity id MBR-021179, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-132022