Record, CLM, bronze and silver
CLM-412981
Received 2026-06-25T19:26:33Z, line 39,156 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 | Michelle | Michelle | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Gibson | Gibson | Unchanged |
| Date of birth | 1978-12-19 | 1978-12-19 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | — | — | Unchanged |
| MICHELLE.GIBSON70@GMAIL.COM | michelle.gibson70@gmail.com | Changed | |
| Address | 6564 Indian School Rd | 6564 Indian School Rd | Unchanged |
| City | Glendale | Glendale | Unchanged |
| State | az | AZ | Changed |
| ZIP | 85349 | 85349 | Unchanged |
| Group | GRP-7981 | GRP-7981 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.94
- Name key
- michelle|gibson
- Address key
- 6564|indian school|85349
- Canonical first
- michelle
Quality flags
3 raised during normalisation
- State code upper-casedTwo-letter state code upper-cased
- Email lower-casedEmail lower-cased
- 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-117048 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-036266
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Michelle Gibson, 1978-12-19, 2 records, Verified
Evidence
Matched against ENR-117048
| 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
6 hash-chained entries for this record
- Record linked automatically5a6f3dd5e32026-10-22 12:43:55, scoring_agentidentity id MBR-036266, confidence 1, method probabilistic, matched record ENR-117048, policy version 1
- Record linked automatically35507f0c342026-10-19 19:54:39, scoring_agentidentity id MBR-036266, confidence 1, method probabilistic, matched record ENR-117048, policy version 1
- Record linked automaticallybf9b1ba5572026-10-19 19:52:09, scoring_agentidentity id MBR-036266, confidence 1, method probabilistic, matched record ENR-117048, policy version 1
- Record linked automatically68540f52ad2026-10-19 19:45:42, scoring_agentidentity id MBR-036266, confidence 1, method probabilistic, matched record ENR-117048, policy version 1
- Record linked automaticallyca5965f2132026-10-19 19:32:31, scoring_agentidentity id MBR-036266, confidence 1, method probabilistic, matched record ENR-117048, policy version 1
- Record linked automatically256e677bda2026-10-19 19:31:28, matching_agentidentity id MBR-010175, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117149