Record, CLM, bronze and silver
CLM-408772
Received 2026-05-15T10:47:30Z, line 94,579 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 | Joyce | Joyce | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Gibson·· | Gibson | Changed |
| Date of birth | ·1999-11-15 | 1999-11-15 | Parsed |
| Gender | ·M | M | Parsed |
| Member ID | UHC7678479 | UHC-76784-79 | Parsed |
| SSN | — | — | Unchanged |
| Phone | - | — | Cleared |
| joyce.gibson96@outlook.com | joyce.gibson96@outlook.com | Unchanged | |
| Address | 7972 Valley View Dr | 7972 Valley View Dr | Unchanged |
| City | HOUSTON | Houston | Changed |
| State | TX | TX | Unchanged |
| ZIP | ·77035 | 77035 | Changed |
| Group | ·GRP-3499 | GRP-3499 | Changed |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.92
- Name key
- joyce|gibson
- Address key
- 7972|valley view|77035
- Canonical first
- joyce
Quality flags
4 raised during normalisation
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| CLM-408773 | 1.00 | Scored | — | Auto-linked |
| ENR-111574 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-408771 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-015264
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joyce Gibson, 1999-11-15, 4 records, Verified
Evidence
Matched against CLM-408773
| 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 automatically0c0aefdd872026-10-19 19:54:38, scoring_agentidentity id MBR-015264, confidence 1, method probabilistic, matched record CLM-408773, policy version 1
- Record linked automatically4c0fec3e302026-10-19 19:52:09, scoring_agentidentity id MBR-015264, confidence 1, method probabilistic, matched record CLM-408773, policy version 1
- Record linked automatically26108bf4692026-10-19 19:45:42, scoring_agentidentity id MBR-015264, confidence 1, method probabilistic, matched record CLM-408773, policy version 1
- Record linked automaticallyc7933c21712026-10-19 19:32:31, scoring_agentidentity id MBR-015264, confidence 1, method probabilistic, matched record CLM-408773, policy version 1
- Record linked automatically316f50ba572026-10-19 19:31:28, scoring_agentidentity id MBR-025973, confidence 1, method probabilistic, matched record ENR-111536, policy version 1