Record, CLM, bronze and silver
CLM-423370
Received 2026-05-07T06:15:13Z, line 63,205 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Sandovaal, Juan | Juan | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Sandovaal | Changed |
| Date of birth | 19800206 | 1980-02-06 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-24554-88 | UHC-24554-88 | Unchanged |
| SSN | •••-••-3765 | •••-••-3765 | Unchanged |
| Phone | 5887061964 | 5887061964 | Unchanged |
| NULL | — | Cleared | |
| Address | NULL | — | Cleared |
| City | null | — | Cleared |
| State | — | — | Unchanged |
| ZIP | - | — | Cleared |
| Group | — | — | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.82
- Name key
- juan|sandovaal
- Address key
- —
- Canonical first
- juan
Quality flags
3 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)
- 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-130560 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-002798
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Juan Sandoval, 1980-02-06, 2 records, Verified
Evidence
Matched against ENR-130560
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically4691823b9f2026-10-22 12:43:53, matching_agentidentity id MBR-002798, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130560
- Record linked automatically1b04fda8e92026-10-19 19:54:38, matching_agentidentity id MBR-002798, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130560
- Record linked automaticallyf7987f63642026-10-19 19:52:08, matching_agentidentity id MBR-002798, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130560
- Record linked automatically3e73fb789b2026-10-19 19:45:41, matching_agentidentity id MBR-002798, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130560
- Record linked automatically7a434486ee2026-10-19 19:32:31, matching_agentidentity id MBR-002798, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130560
- Record linked automatically01438177f52026-10-19 19:31:28, scoring_agentidentity id MBR-020219, confidence 1, method probabilistic, matched record TPA-60284, policy version 1