Record, CLM, bronze and silver
CLM-414382
Received 2026-08-09T17:53:50Z, line 72,440 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 | ashley | Ashley | Changed |
| Middle | — | — | Unchanged |
| Last name | rios | Rios | Changed |
| Date of birth | 01/01/1975 | 1975-01-01 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-1374 | •••-••-1374 | Unchanged |
| Phone | 3532447064·· | 3532447064 | Parsed |
| ASHLEY.RIOS@AOL.COM | ashley.rios@aol.com | Changed | |
| Address | 4034 RIDGE ROAD | 4034 Ridge Rd | Changed |
| City | San Diego·· | San Diego | Changed |
| State | CA | CA | Unchanged |
| ZIP | 92144 | 92144 | Unchanged |
| Group | — | — | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.74
- Name key
- ashley|rios
- Address key
- 4034|ridge|92144
- Canonical first
- ashley
Quality flags
7 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)
- 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
- Email lower-casedEmail lower-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 |
|---|---|---|---|---|
| TPA-56349 | 1.00 | Scored | — | Auto-linked |
| ENR-118919 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-118918 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-016821
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ashley Rios, 1975-01-01, 4 records, Verified
Evidence
Matched against TPA-56349
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically07d78c9d7e2026-10-22 12:43:54, scoring_agentidentity id MBR-016821, confidence 1, method probabilistic, matched record TPA-56349, policy version 1
- Record linked automaticallyf58c88d6e52026-10-19 19:54:38, scoring_agentidentity id MBR-016821, confidence 1, method probabilistic, matched record TPA-56349, policy version 1
- Record linked automatically500f2a671b2026-10-19 19:52:09, scoring_agentidentity id MBR-016821, confidence 1, method probabilistic, matched record TPA-56349, policy version 1
- Record linked automatically219bed0d182026-10-19 19:45:42, scoring_agentidentity id MBR-016821, confidence 1, method probabilistic, matched record TPA-56349, policy version 1
- Record linked automatically259002671d2026-10-19 19:32:31, scoring_agentidentity id MBR-016821, confidence 1, method probabilistic, matched record TPA-56349, policy version 1
- Record linked automaticallydbb28c3d052026-10-19 19:31:28, scoring_agentidentity id MBR-019754, confidence 1, method probabilistic, matched record ENR-118863, policy version 1