Record, CLM, bronze and silver
CLM-403283
Received 2026-03-06T07:17:55Z, line 56,666 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 | E | E | Unchanged |
| Last name | GILBERT | Gilbert | Changed |
| Date of birth | 1955-10-23 | 1955-10-23 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-52805-66 | UHC-52805-66 | Unchanged |
| SSN | •••-••-9587 | •••-••-9587 | Unchanged |
| Phone | NULL | — | Cleared |
| — | — | Unchanged | |
| Address | 7478 Market Street | 7478 Market St | Changed |
| City | Austin | Austin | Unchanged |
| State | Texas | TX | Changed |
| ZIP | 78715 | 78715 | Unchanged |
| Group | GRP-6292 | GRP-6292 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.52
- Name key
- judith|gilbert
- Address key
- 7478|market|78715
- Canonical first
- judith
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| CLM-403284 | 1.00 | Scored | — | Auto-linked |
| CLM-403285 | 1.00 | Scored | — | Auto-linked |
| TPA-51426 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-403282 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-51427 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
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-403284
| 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 automaticallye0f3ee9c8e2026-10-19 19:54:38, scoring_agentidentity id MBR-017753, confidence 1, method probabilistic, matched record CLM-403284, policy version 1
- Record linked automatically3adcc5cef42026-10-19 19:52:09, scoring_agentidentity id MBR-017753, confidence 1, method probabilistic, matched record CLM-403284, policy version 1
- Record linked automatically2457b4f0702026-10-19 19:45:42, scoring_agentidentity id MBR-017753, confidence 1, method probabilistic, matched record CLM-403284, policy version 1
- Record linked automatically52f1d565da2026-10-19 19:32:31, scoring_agentidentity id MBR-017753, confidence 1, method probabilistic, matched record CLM-403284, policy version 1
- Record linked automaticallyd118366e5b2026-10-19 19:31:28, scoring_agentidentity id MBR-029242, confidence 1, method probabilistic, matched record CLM-403284, policy version 1