Record, CLM, bronze and silver
CLM-411869
Received 2026-01-05T17:46:57Z, line 78,924 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 | judy·· | Judy | Changed |
| Middle | — | — | Unchanged |
| Last name | gibson | Gibson | Changed |
| Date of birth | 1959-07-16 | 1959-07-16 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | null | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | - | — | Cleared |
| N/A | — | Cleared | |
| Address | 8631 Oak St | 8631 Oak St | Unchanged |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85275 | 85275 | Unchanged |
| Group | - | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.80
- Name key
- judy|gibson
- Address key
- 8631|oak|85275
- Canonical first
- judy
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-115630 | 1.00 | Scored | — | Auto-linked |
| PRV-23415 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001535
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Judy Gibson, 1959-07-16, 3 records, Verified
Evidence
Matched against ENR-115630
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automaticallyc1e93ca4d92026-10-19 19:54:38, scoring_agentidentity id MBR-001535, confidence 1, method probabilistic, matched record ENR-115630, policy version 1
- Record linked automaticallyd1203489922026-10-19 19:52:08, scoring_agentidentity id MBR-001535, confidence 1, method probabilistic, matched record ENR-115630, policy version 1
- Record linked automaticallybbd51ae6a02026-10-19 19:45:41, scoring_agentidentity id MBR-001535, confidence 1, method probabilistic, matched record ENR-115630, policy version 1
- Record linked automatically6177484de62026-10-19 19:32:31, scoring_agentidentity id MBR-001535, confidence 1, method probabilistic, matched record ENR-115630, policy version 1