Record, CLM, bronze and silver
CLM-401986
Received 2026-07-17T05:52:57Z, line 62,476 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 | STEPHANIE | Stephanie | Changed |
| Middle | W. | W | Changed |
| Last name | BERRY | Berry | Changed |
| Date of birth | 05/06/1945 | 1945-05-06 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-5967 | •••-••-5967 | Unchanged |
| Phone | 606-440-4132 | 6064404132 | Parsed |
| ·stephanie.berry@yahoo.com | stephanie.berry@yahoo.com | Changed | |
| Address | 7425 Main St | 7425 Main St | Unchanged |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85748 | 85748 | Unchanged |
| Group | null | — | Cleared |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.92
- Name key
- stephanie|berry
- Address key
- 7425|main|85748
- Canonical first
- stephanie
Quality flags
4 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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 |
|---|---|---|---|---|
| CLM-401985 | 1.00 | Scored | — | Auto-linked |
| ENR-102556 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-031903
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Stephanie Berry, 1945-05-06, 3 records, Verified
Evidence
Matched against CLM-401985
| 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 automaticallybf6911419e2026-10-19 19:54:38, scoring_agentidentity id MBR-031903, confidence 1, method probabilistic, matched record CLM-401985, policy version 1
- Record linked automatically7ccd30a2a32026-10-19 19:52:09, scoring_agentidentity id MBR-031903, confidence 1, method probabilistic, matched record CLM-401985, policy version 1
- Record linked automatically21e3bbcfe52026-10-19 19:45:42, scoring_agentidentity id MBR-031903, confidence 1, method probabilistic, matched record CLM-401985, policy version 1
- Record linked automaticallybbcd070a0c2026-10-19 19:32:31, scoring_agentidentity id MBR-031903, confidence 1, method probabilistic, matched record CLM-401985, policy version 1