Record, CLM, bronze and silver
CLM-402646
Received 2026-08-23T16:34:22Z, line 18,682 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 | Changed |
| Middle | — | — | Unchanged |
| Last name | Armstrong | Armstrong | Unchanged |
| Date of birth | 1968-01-03 | 1968-01-03 | Unchanged |
| Gender | - | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | ·· | — | Unchanged |
| joyce.armstrong34@proton.me | joyce.armstrong34@proton.me | Unchanged | |
| Address | 7518 Desert Sky Boulevard #468 | 7518 Desert Sky Blvd # 468 | Changed |
| City | ·HOUSTON | Houston | Changed |
| State | TX | TX | Unchanged |
| ZIP | 77024-5759 | 77024 | Changed |
| Group | — | — | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.50
- Name key
- joyce|armstrong
- Address key
- 7518|desert sky|77024
- Canonical first
- joyce
Quality flags
7 raised during normalisation
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- City re-casedCity re-cased to Title Case
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| ENR-103399 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023292
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joyce Armstrong, 1968-01-03, 2 records, Verified
Evidence
Matched against ENR-103399
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically97ab1d190d2026-10-19 19:54:38, scoring_agentidentity id MBR-023292, confidence 1, method probabilistic, matched record ENR-103399, policy version 1
- Record linked automatically776ef858db2026-10-19 19:52:09, scoring_agentidentity id MBR-023292, confidence 1, method probabilistic, matched record ENR-103399, policy version 1
- Record linked automatically947eafea612026-10-19 19:45:42, scoring_agentidentity id MBR-023292, confidence 1, method probabilistic, matched record ENR-103399, policy version 1
- Record linked automatically72045cc77f2026-10-19 19:32:31, scoring_agentidentity id MBR-023292, confidence 1, method probabilistic, matched record ENR-103399, policy version 1