Record, CLM, bronze and silver
CLM-403284
Received 2026-05-07T07:31:04Z, line 71,529 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 | — | — | Unchanged |
| Last name | GILBERT | Gilbert | Changed |
| Date of birth | 10/23/55 | 1955-10-23 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | UNKNOWN·· | — | Cleared |
| judith.gilbert@proton.me | judith.gilbert@proton.me | Unchanged | |
| Address | 7478 Market Street | 7478 Market St | Changed |
| City | Austin | Austin | Unchanged |
| State | ·TX | TX | Changed |
| ZIP | 78715 | 78715 | Unchanged |
| Group | GRP-6292 | GRP-6292 | Unchanged |
| Plan | medicare-adv-b | MEDICARE-ADV-B | Changed |
- Quality score
- 0.62
- Name key
- judith|gilbert
- Address key
- 7478|market|78715
- Canonical first
- judith
Quality flags
7 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
- 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
- Plan code upper-casedPlan code upper-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-51427 | 1.00 | Scored | — | Auto-linked |
| CLM-403283 | 1.00 | Scored | — | Auto-linked |
| CLM-403282 | 0.83 | Scored | — | Sent to steward |
| CLM-403285 | 0.83 | Scored | — | Sent to steward |
| TPA-51426 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017753
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Judith Gilbert, 1955-10-23, 6 records, Verified
Evidence
Matched against CLM-403283
| 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 automatically6516ac5ea82026-10-19 19:54:38, scoring_agentidentity id MBR-017753, confidence 1, method probabilistic, matched record CLM-403283, policy version 1
- Record linked automatically2e14dcf7362026-10-19 19:52:09, scoring_agentidentity id MBR-017753, confidence 1, method probabilistic, matched record CLM-403283, policy version 1
- Record linked automatically9f19a2e5ca2026-10-19 19:45:42, scoring_agentidentity id MBR-017753, confidence 1, method probabilistic, matched record CLM-403283, policy version 1
- Record linked automaticallye30daab5542026-10-19 19:32:31, scoring_agentidentity id MBR-017753, confidence 1, method probabilistic, matched record CLM-403283, policy version 1
- Record linked automatically77517bb7282026-10-19 19:31:28, scoring_agentidentity id MBR-029242, confidence 1, method probabilistic, matched record CLM-403283, policy version 1