Record, CLM, bronze and silver
CLM-427543
Received 2026-09-07T21:57:23Z , line 75,160 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Marilyn | Marilyn | Unchanged |
| Middle | ···· | — | Unchanged |
| Last name | George | George | Unchanged |
| Date of birth | 1956-07-01 | 1956-07-01 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UHC-28198-68 | UHC-28198-68 | Unchanged |
| SSN | •••-••-2076 | •••-••-2076 | Unchanged |
| Phone | 972.538.3490 | 9725383490 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 4851 Desert Sky Blvd | 4851 Desert Sky Blvd | Unchanged |
| City | ·Jacksonville | Jacksonville | Changed |
| State | fl | FL | Changed |
| ZIP | 32249 | 32249 | Unchanged |
| Group | GRP-2882 | GRP-2882 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.78
- Name key
- marilyn|george
- Address key
- 4851|desert sky|32249
- Canonical first
- marilyn
Quality flags
5 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- State code upper-casedTwo-letter state code upper-cased
- 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-427544 | 1.00 | Scored | — | Auto-linked |
| CLM-427542 | 1.00 | Scored | — | Auto-linked |
| ENR-136121 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-020279
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Marilyn George, 1956-07-01, 4 records, Verified
Evidence
Matched against CLM-427544
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically0a991adaef2026-10-22 12:43:54, scoring_agentidentity id MBR-020279, confidence 1, method probabilistic, matched record CLM-427544, policy version 1
- Record linked automatically450a1f539d2026-10-19 19:54:38, scoring_agentidentity id MBR-020279, confidence 1, method probabilistic, matched record CLM-427544, policy version 1
- Record linked automaticallyd01a8ecab62026-10-19 19:52:09, scoring_agentidentity id MBR-020279, confidence 1, method probabilistic, matched record CLM-427544, policy version 1
- Record linked automatically580ff7dce42026-10-19 19:45:42, scoring_agentidentity id MBR-020279, confidence 1, method probabilistic, matched record CLM-427544, policy version 1
- Record linked automatically2f6eb609542026-10-19 19:32:31, scoring_agentidentity id MBR-020279, confidence 1, method probabilistic, matched record CLM-427544, policy version 1
- Record linked automaticallyd6f406a1572026-10-19 19:31:28, matching_agentidentity id MBR-016146, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-427544