Record, CLM, bronze and silver
CLM-404104
Received 2026-07-27T21:34:36Z, line 8,127 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 | Zachary | Zachary | Unchanged |
| Middle | R | R | Unchanged |
| Last name | Carpenter | Carpenter | Unchanged |
| Date of birth | 09/12/1946 | 1946-09-12 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 3255728760 | 3255728760 | Unchanged |
| — | — | Unchanged | |
| Address | NULL | — | Cleared |
| City | — | — | Unchanged |
| State | ·null | — | Cleared |
| ZIP | ·· | — | Unchanged |
| Group | - | — | Cleared |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.94
- Name key
- zachary|carpenter
- Address key
- —
- Canonical first
- zachary
Quality flags
3 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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-105372 | 1.00 | Scored | — | Auto-linked |
| CLM-404105 | 0.83 | Scored | — | Sent to steward |
| TPA-51782 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000629
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Zachary Carpenter, 1946-09-12, 4 records, Verified
Evidence
Matched against ENR-105372
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyfcd2736bc32026-10-19 19:54:38, scoring_agentidentity id MBR-000629, confidence 1, method probabilistic, matched record ENR-105372, policy version 1
- Record linked automaticallyaef4b6877a2026-10-19 19:52:08, scoring_agentidentity id MBR-000629, confidence 1, method probabilistic, matched record ENR-105372, policy version 1
- Record linked automaticallye36e16724f2026-10-19 19:45:41, scoring_agentidentity id MBR-000629, confidence 1, method probabilistic, matched record ENR-105372, policy version 1
- Record linked automatically190d6b68982026-10-19 19:32:31, scoring_agentidentity id MBR-000629, confidence 1, method probabilistic, matched record ENR-105372, policy version 1
- Record linked automaticallybe1a34d8af2026-10-19 19:31:28, matching_agentidentity id MBR-000030, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105325