Record, CLM, bronze and silver
CLM-409728
Received 2026-10-08T04:30:37Z, line 95,468 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 | Cooper, Jacob | Jacob | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Cooper | Changed |
| Date of birth | 1970-12-18 | 1970-12-18 | Unchanged |
| Gender | ·Female | F | Parsed |
| Member ID | UHC-27394-07 | UHC-27394-07 | Unchanged |
| SSN | •••-••-9159 | •••-••-9159 | Unchanged |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | ·9817 Pine Dr | 9817 Pine Dr | Changed |
| City | CHANDLER·· | Chandler | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85257-8266 | 85257 | Changed |
| Group | — | — | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.52
- Name key
- jacob|cooper
- Address key
- 9817|pine|85257
- Canonical first
- jacob
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- City re-casedCity re-cased to Title Case
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-112785 | 0.96 | Rule | D3 member id + name | Auto-linked |
| CLM-409727 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-038426
- Method
- Rule
- Confidence
- 0.96
- Rule
- D3 member id + name
Golden record: Jacob Cooper, 1971-11-28, 3 records, Verified
Evidence
Matched against CLM-409727
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 0.60 | 3.0 | transposition |
| Member ID | 1.00 | 4.0 |
Audit
5 hash-chained entries for this record
- Record linked automatically6fd759de862026-10-19 19:54:39, matching_agentidentity id MBR-038426, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-409727
- Record linked automatically40fa94b6732026-10-19 19:52:09, matching_agentidentity id MBR-038426, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-409727
- Record linked automaticallya2bc947fc42026-10-19 19:45:42, matching_agentidentity id MBR-038426, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-409727
- Record linked automatically845198fdba2026-10-19 19:32:31, matching_agentidentity id MBR-038426, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-409727
- Record linked automatically47e482af422026-10-19 19:31:28, scoring_agentidentity id MBR-022618, confidence 1, method probabilistic, matched record ENR-112837, policy version 1