Record, CLM, bronze and silver
CLM-426591
Received 2026-09-24T21:09:28Z, line 36,618 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 | Fields, Gary | Gary | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Fields | Changed |
| Date of birth | 1988-08-24 | 1988-08-24 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC6538280 | UHC-65382-80 | Parsed |
| SSN | — | — | Unchanged |
| Phone | - | — | Cleared |
| — | — | Unchanged | |
| Address | 8600 Willow Ct | 8600 Willow Ct | Unchanged |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93736-9704·· | 93736 | Changed |
| Group | GRP-7846 | GRP-7846 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.52
- Name key
- gary|fields
- Address key
- 8600|willow|93736
- Canonical first
- gary
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
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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 |
|---|---|---|---|---|
| CLM-426592 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-426590 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013658
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Gary Fields, 1988-08-24, 3 records, Verified
Evidence
Matched against CLM-426590
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically7541917d092026-10-19 19:54:38, matching_agentidentity id MBR-013658, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-426590
- Record linked automatically3ff2315caa2026-10-19 19:52:09, matching_agentidentity id MBR-013658, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-426590
- Record linked automatically9c03b1b4612026-10-19 19:45:42, matching_agentidentity id MBR-013658, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-426590
- Record linked automatically83f68e66c62026-10-19 19:32:31, matching_agentidentity id MBR-013658, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-426590
- Record linked automatically0180fbbd192026-10-19 19:31:28, scoring_agentidentity id MBR-034648, confidence 1, method probabilistic, matched record CLM-426592, policy version 1