Record, CLM, bronze and silver
CLM-406810
Received 2026-10-09T18:54:07Z, line 69,284 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 | Larry | Larry | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Gibson | Gibson | Unchanged |
| Date of birth | ·12/28/1958 | 1958-12-28 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-74898-55 | UHC-74898-55 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 937-554-9069 | 9375549069 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-6391 | GRP-6391 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.92
- Name key
- larry|gibson
- Address key
- —
- Canonical first
- larry
Quality flags
4 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-108901 | 1.00 | Scored | — | Auto-linked |
| ENR-108900 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-108899 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-406809 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-22005 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002947
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Larry Gibson, 1958-12-28, 6 records, Verified
Evidence
Matched against ENR-108901
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyf1304b20c02026-10-19 19:54:38, scoring_agentidentity id MBR-002947, confidence 1, method probabilistic, matched record ENR-108901, policy version 1
- Record linked automaticallybead8401852026-10-19 19:52:08, scoring_agentidentity id MBR-002947, confidence 1, method probabilistic, matched record ENR-108901, policy version 1
- Record linked automaticallyae3fb229ca2026-10-19 19:45:41, scoring_agentidentity id MBR-002947, confidence 1, method probabilistic, matched record ENR-108901, policy version 1
- Record linked automatically2005ec772b2026-10-19 19:32:31, scoring_agentidentity id MBR-002947, confidence 1, method probabilistic, matched record ENR-108901, policy version 1
- Record linked automaticallyebf6de40e52026-10-19 19:31:28, scoring_agentidentity id MBR-013518, confidence 1, method probabilistic, matched record ENR-108946, policy version 1