Record, CLM, bronze and silver
CLM-414537
Received 2026-08-22T18:44:32Z, line 22,679 of the CLM feed
CLMSingle record
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Tran, Joyce | Joyce | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Tran | Changed |
| Date of birth | 4/24/1939 | 1939-04-24 | Parsed |
| Gender | ·F | F | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | NULL | — | Cleared |
| JOYCE.TRAN44@GMAIL.COM | joyce.tran44@gmail.com | Changed | |
| Address | ·NULL | — | Cleared |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | NULL | — | Cleared |
| Group | - | — | Cleared |
| Plan | OPTIONS-PPO·· | OPTIONS-PPO | Changed |
- Quality score
- 0.80
- Name key
- joyce|tran
- Address key
- —
- Canonical first
- joyce
Quality flags
4 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)
- 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 |
|---|---|---|---|---|
| PRV-24263 | 0.83 | Scored | — | Sent to steward |
| ENR-119137 | 0.83 | Scored | — | Sent to steward |
| CLM-414538 | 0.83 | Scored | — | Sent to steward |
| TPA-56415 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-042237
- Method
- Single record
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joyce Tran, 1939-04-24, 1 record, Provisional
Evidence
No field-level evidence recorded.
Steward case
- CASE-0035860.83Open
Audit
0 hash-chained entries for this record
No audit entries
Nothing has acted on this record yet.