Record, CLM, bronze and silver
CLM-406710
Received 2026-02-27T16:31:44Z, line 71,004 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 | MAIRANA·· | Mairana | Changed |
| Middle | — | — | Unchanged |
| Last name | SIMMONS | Simmons | Changed |
| Date of birth | 11/18/1954 | 1954-11-18 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-7622 | •••-••-7622 | Unchanged |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | 5200 Desert Sky Blvd | 5200 Desert Sky Blvd | Unchanged |
| City | Tempe | Tempe | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85279 | 85279 | Unchanged |
| Group | — | — | Unchanged |
| Plan | choice-plus-ppo | CHOICE-PLUS-PPO | Changed |
- Quality score
- 0.76
- Name key
- mairana|simmons
- Address key
- 5200|desert sky|85279
- Canonical first
- mairana
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- State name converted to codeFull state name replaced by its two-letter USPS code
- Plan code upper-casedPlan code upper-cased
- 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-108746 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-016314
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Marianna Simmons, 1954-11-18, 2 records, Verified
Evidence
Matched against ENR-108746
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallya554d82a462026-10-22 12:43:54, scoring_agentidentity id MBR-016314, confidence 0.989, method probabilistic, matched record ENR-108746, policy version 1
- Record linked automaticallyc2ec1cba0b2026-10-19 19:54:38, scoring_agentidentity id MBR-016314, confidence 0.989, method probabilistic, matched record ENR-108746, policy version 1
- Record linked automaticallye901602b642026-10-19 19:52:09, scoring_agentidentity id MBR-016314, confidence 0.989, method probabilistic, matched record ENR-108746, policy version 1
- Record linked automatically8cc557e2672026-10-19 19:45:42, scoring_agentidentity id MBR-016314, confidence 0.989, method probabilistic, matched record ENR-108746, policy version 1
- Record linked automatically2e838d7ebf2026-10-19 19:32:31, scoring_agentidentity id MBR-016314, confidence 0.989, method probabilistic, matched record ENR-108746, policy version 1
- Record linked automaticallyea2ca6e6122026-10-19 19:31:28, matching_agentidentity id MBR-008288, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-406709