Record, CLM, bronze and silver
CLM-417486
Received 2026-04-21T15:44:12Z, line 43,126 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 | JUUDY | Juudy | Changed |
| Middle | — | — | Unchanged |
| Last name | VEGA | Vega | Changed |
| Date of birth | 19960315 | 1996-03-15 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | UHC-22098-42 | UHC-22098-42 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | N/A | — | Cleared |
| judy.vega@hotmail.com | judy.vega@hotmail.com | Unchanged | |
| Address | 6161 Sage Court | 6161 Sage Ct | Changed |
| City | Houston | Houston | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | ·77009 | 77009 | Changed |
| Group | null | — | Cleared |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.76
- Name key
- juudy|vega
- Address key
- 6161|sage|77009
- Canonical first
- juudy
Quality flags
6 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
- 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 |
|---|---|---|---|---|
| PRV-25182 | 0.99 | Scored | — | Auto-linked |
| CLM-417485 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-57733 | 0.83 | Scored | — | Sent to steward |
| TPA-57734 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-011205
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Judy Vega, 1996-03-15, 4 records, Verified
Evidence
Matched against PRV-25182
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyf5435059d42026-10-22 12:43:54, scoring_agentidentity id MBR-011205, confidence 0.993, method probabilistic, matched record PRV-25182, policy version 1
- Record linked automaticallyf0a0d0b9412026-10-19 19:54:38, scoring_agentidentity id MBR-011205, confidence 0.993, method probabilistic, matched record PRV-25182, policy version 1
- Record linked automaticallycd57dbf01f2026-10-19 19:52:09, scoring_agentidentity id MBR-011205, confidence 0.993, method probabilistic, matched record PRV-25182, policy version 1
- Record linked automaticallye4d7375b9c2026-10-19 19:45:42, scoring_agentidentity id MBR-011205, confidence 0.993, method probabilistic, matched record PRV-25182, policy version 1
- Record linked automatically976a62d92e2026-10-19 19:32:31, scoring_agentidentity id MBR-011205, confidence 0.993, method probabilistic, matched record PRV-25182, policy version 1