Record, CLM, bronze and silver
CLM-418328
Received 2026-01-01T08:11:29Z, line 36,529 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 | Willis, Hannah | Hannah | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Willis | Changed |
| Date of birth | 5/27/1973 | 1973-05-27 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | 19126050434 | 9126050434 | Parsed |
| — | — | Unchanged | |
| Address | 9616 Harbor Blvd | 9616 Harbor Blvd | Unchanged |
| City | Phoenix | Phoenix | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85023 | 85023 | Unchanged |
| Group | GRP-3787 | GRP-3787 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.66
- Name key
- hannah|willis
- Address key
- 9616|harbor|85023
- Canonical first
- hannah
Quality flags
5 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| TPA-58080 | 1.00 | Scored | — | Auto-linked |
| CLM-418329 | 1.00 | Scored | — | Auto-linked |
| ENR-124109 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000099
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Hannah Willis, 1973-05-27, 4 records, Verified
Evidence
Matched against TPA-58080
| 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 automatically2c727d10762026-10-19 19:54:38, scoring_agentidentity id MBR-000099, confidence 1, method probabilistic, matched record TPA-58080, policy version 1
- Record linked automatically67ac32f0792026-10-19 19:52:08, scoring_agentidentity id MBR-000099, confidence 1, method probabilistic, matched record TPA-58080, policy version 1
- Record linked automaticallydfbce6fac82026-10-19 19:45:41, scoring_agentidentity id MBR-000099, confidence 1, method probabilistic, matched record TPA-58080, policy version 1
- Record linked automatically9a3544f9122026-10-19 19:32:30, scoring_agentidentity id MBR-000099, confidence 1, method probabilistic, matched record TPA-58080, policy version 1
- Record linked automaticallyf8eb93f3ae2026-10-19 19:31:28, matching_agentidentity id MBR-001396, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123989