Record, CLM , bronze and silver
CLM-406217
Received 2026-01-30T02:02:24Z, line 23,947 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Armsrong, Frank | Frank | Changed |
| Middle | ···· | — | Unchanged |
| Last name | — | Armsrong | Changed |
| Date of birth | 19771107 | 1977-11-07 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | ·· | — | Unchanged |
| SSN | •••-••-2983 | •••-••-2983 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| NULL | — | Cleared | |
| Address | ·N/A | — | Cleared |
| City | NULL | — | Cleared |
| State | - | — | Cleared |
| ZIP | N/A | — | Cleared |
| Group | - | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.66
- Name key
- frank|armsrong
- Address key
- —
- Canonical first
- frank
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)
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-108177 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-52759 | 0.83 | Scored | — | Sent to steward |
| CLM-406218 | 0.83 | Scored | — | Sent to steward |
| CLM-406219 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008805
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Frank Armstrong, 1977-11-07, 5 records, Verified
Evidence
Matched against ENR-108177
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyfa545388f92026-10-19 19:54:38, matching_agentidentity id MBR-008805, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-108177
- Record linked automaticallyeb8115259d2026-10-19 19:52:09, matching_agentidentity id MBR-008805, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-108177
- Record linked automatically6ebb2c95532026-10-19 19:45:42, matching_agentidentity id MBR-008805, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-108177
- Record linked automatically7b1e05306c2026-10-19 19:32:31, matching_agentidentity id MBR-008805, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-108177
- Record linked automatically0eea2e75252026-10-19 19:31:28, matching_agentidentity id MBR-000287, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108148