Record, CLM, bronze and silver
CLM-428483
Received 2026-01-16T13:43:38Z, line 24,459 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 | Graham, Keith | Keith | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Graham | Changed |
| Date of birth | 04/20/54 | 1954-04-20 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-75505-45 | UHC-75505-45 | Unchanged |
| SSN | null | — | Cleared |
| Phone | null | — | Cleared |
| null | — | Cleared | |
| Address | - | — | Cleared |
| City | — | — | Unchanged |
| State | null | — | Cleared |
| ZIP | N/A | — | Cleared |
| Group | - | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.70
- Name key
- keith|graham
- Address key
- —
- Canonical first
- keith
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
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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-428482 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-428481 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-004957
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Keith Graham, 1954-04-20, 3 records, Verified
Evidence
Matched against CLM-428482
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
6 hash-chained entries for this record
- Record linked automatically7e9051d2132026-10-22 12:43:53, matching_agentidentity id MBR-004957, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428482
- Record linked automatically35d9d54c7d2026-10-19 19:54:38, matching_agentidentity id MBR-004957, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428482
- Record linked automatically37e1249a452026-10-19 19:52:08, matching_agentidentity id MBR-004957, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428482
- Record linked automatically8a1fea26bb2026-10-19 19:45:42, matching_agentidentity id MBR-004957, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428482
- Record linked automaticallyc1efd8cc032026-10-19 19:32:31, matching_agentidentity id MBR-004957, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428482
- Record linked automatically70e33ad4b92026-10-19 19:31:28, matching_agentidentity id MBR-013632, confidence 0.96, rule D3 member_id + name, method deterministic, matched record PRV-28351