Record, CLM, bronze and silver
CLM-427694
Received 2026-09-03T23:51:09Z, line 27,011 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 | Fernandez, Amy | Amy | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Fernandez | Changed |
| Date of birth | ·Mar 16, 1948 | 1948-03-16 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC5476951 | UHC-54769-51 | Parsed |
| SSN | null | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | ·· | — | Unchanged |
| City | NULL | — | Cleared |
| State | NULL | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | GRP-4976 | GRP-4976 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- amy|fernandez
- Address key
- —
- Canonical first
- amy
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)
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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-136311 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-28123 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-427692 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-427693 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-028280
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Amy Fernandez, 1948-03-16, 5 records, Verified
Evidence
Matched against PRV-28123
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
5 hash-chained entries for this record
- Record linked automatically4c3dd556252026-10-19 19:54:38, matching_agentidentity id MBR-028280, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-28123
- Record linked automaticallybab740a9b32026-10-19 19:52:09, matching_agentidentity id MBR-028280, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-28123
- Record linked automatically5eba04627f2026-10-19 19:45:42, matching_agentidentity id MBR-028280, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-28123
- Record linked automaticallye020d9f6a32026-10-19 19:32:31, matching_agentidentity id MBR-028280, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-28123
- Record linked automaticallyfa7203c81b2026-10-19 19:31:28, scoring_agentidentity id MBR-012264, confidence 1, method probabilistic, matched record PRV-28128, policy version 1