Record, CLM, bronze and silver
CLM-405533
Received 2026-10-12T12:33:42Z, line 82,748 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 | JUDITH | Judith | Changed |
| Middle | P | P | Unchanged |
| Last name | RILEY | Riley | Changed |
| Date of birth | Nov 28, 1985 | 1985-11-28 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | ·· | — | Unchanged |
| SSN | •••-••-8538 | •••-••-8538 | Unchanged |
| Phone | (833) 253-7016·· | 8332537016 | Parsed |
| ·· | — | Unchanged | |
| Address | 2484 Valley View Drive | 2484 Valley View Dr | Changed |
| City | ·Columbus | Columbus | Changed |
| State | OH | OH | Unchanged |
| ZIP | 43247 | 43247 | Unchanged |
| Group | - | — | Cleared |
| Plan | null | — | Cleared |
- Quality score
- 0.74
- Name key
- judith|riley
- Address key
- 2484|valley view|43247
- Canonical first
- judith
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)
- 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 |
|---|---|---|---|---|
| TPA-52435 | 1.00 | Scored | — | Auto-linked |
| ENR-107280 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-043332
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Judith Riley, 1985-11-28, 3 records, Verified
Evidence
Matched against TPA-52435
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically30d452bc6d2026-10-19 19:54:39, scoring_agentidentity id MBR-043332, confidence 1, method probabilistic, matched record TPA-52435, policy version 1
- Record linked automatically47de91524e2026-10-19 19:52:09, scoring_agentidentity id MBR-043332, confidence 1, method probabilistic, matched record TPA-52435, policy version 1
- Record linked automaticallydd435101282026-10-19 19:45:42, scoring_agentidentity id MBR-043332, confidence 1, method probabilistic, matched record TPA-52435, policy version 1
- Record linked automatically29202bd9762026-10-19 19:32:31, scoring_agentidentity id MBR-043332, confidence 1, method probabilistic, matched record TPA-52435, policy version 1
- Record linked automatically5cffa279782026-10-19 19:31:28, matching_agentidentity id MBR-012156, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107239