Record, CLM, bronze and silver
CLM-408773
Received 2026-02-23T05:24:25Z, line 86,419 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 | Unchanged |
| Date of birth | 1999-11-15 | 1999-11-15 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | ···· | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | +1 691 879 9287 | 6918799287 | Parsed |
| — | — | Unchanged | |
| Address | 7972 VALLEY VIEW DR | 7972 Valley View Dr | Changed |
| City | Houston | Houston | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 77035 | 77035 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.80
- Name key
- joyce|gibson
- Address key
- 7972|valley view|77035
- Canonical first
- joyce
Quality flags
4 raised during normalisation
- 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
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-408772 | 1.00 | Scored | — | Auto-linked |
| ENR-111574 | 0.75 | Scored | — | Sent to steward |
| CLM-408771 | 0.69 | Scored | — | Sent to steward |
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-408772
| 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 automatically455a5ca0092026-10-19 19:54:38, scoring_agentidentity id MBR-015264, confidence 1, method probabilistic, matched record CLM-408772, policy version 1
- Record linked automatically1197b5fb632026-10-19 19:52:09, scoring_agentidentity id MBR-015264, confidence 1, method probabilistic, matched record CLM-408772, policy version 1
- Record linked automatically59dfd108af2026-10-19 19:45:42, scoring_agentidentity id MBR-015264, confidence 1, method probabilistic, matched record CLM-408772, policy version 1
- Record linked automatically929cf68f082026-10-19 19:32:31, scoring_agentidentity id MBR-015264, confidence 1, method probabilistic, matched record CLM-408772, policy version 1
- Record linked automaticallyb189916f4d2026-10-19 19:31:28, scoring_agentidentity id MBR-002942, confidence 1, method probabilistic, matched record ENR-111537, policy version 1