Record, CLM, bronze and silver
CLM-405857
Received 2026-05-12T04:44:39Z, line 28,645 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 | Gibson, Dylan | Dylan | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Gibson | Changed |
| Date of birth | Apr 15, 1946 | 1946-04-15 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-91430-31 | UHC-91430-31 | Unchanged |
| SSN | •••-••-3140 | •••-••-3140 | Unchanged |
| Phone | — | — | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 3146 Forest Avenue | 3146 Forest Ave | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85098 | 85098 | Unchanged |
| Group | GRP-2797 | GRP-2797 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.66
- Name key
- dylan|gibson
- Address key
- 3146|forest|85098
- Canonical first
- dylan
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)
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- 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-107702 | 0.96 | Rule | D3 member id + name | Auto-linked |
| CLM-405856 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006235
- Method
- Rule
- Confidence
- 0.96
- Rule
- D3 member id + name
Golden record: Dylan Gibson, 1946-04-15, 2 records, Verified
Evidence
Matched against ENR-107702
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallye618af68282026-10-19 19:54:38, matching_agentidentity id MBR-006235, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-107702
- Record linked automaticallyd0ba75aab72026-10-19 19:52:09, matching_agentidentity id MBR-006235, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-107702
- Record linked automatically77b132ab472026-10-19 19:45:42, matching_agentidentity id MBR-006235, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-107702
- Record linked automatically11b23cad912026-10-19 19:32:31, matching_agentidentity id MBR-006235, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-107702
- Record linked automatically4ecb84cc572026-10-19 19:31:28, matching_agentidentity id MBR-001588, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107657