Record, CLM, bronze and silver
CLM-400207
Received 2026-01-24T09:07:19Z, line 24,808 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 | Randy | Randy | Unchanged |
| Middle | — | — | Unchanged |
| Last name | ·Luna | Luna | Changed |
| Date of birth | 1946-09-28 | 1946-09-28 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-74452-32 | UHC-74452-32 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 974.804.7006 | 9748047006 | Parsed |
| UNKNOWN·· | — | Cleared | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | N/A | — | Cleared |
| ZIP | N/A | — | Cleared |
| Group | GRP-8699 | GRP-8699 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.94
- Name key
- randy|luna
- Address key
- —
- Canonical first
- randy
Quality flags
3 raised during normalisation
- 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 |
|---|---|---|---|---|
| TPA-50091 | 0.99 | Scored | — | Auto-linked |
| CLM-400206 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-100303 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-400205 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-007205
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Randy Luna, 1946-09-28, 5 records, Verified
Evidence
Matched against TPA-50091
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically5561ecb90a2026-10-22 12:43:53, scoring_agentidentity id MBR-007205, confidence 0.993, method probabilistic, matched record TPA-50091, policy version 1
- Record linked automatically984a1202cb2026-10-19 19:54:38, scoring_agentidentity id MBR-007205, confidence 0.993, method probabilistic, matched record TPA-50091, policy version 1
- Record linked automaticallyf3c9a542b62026-10-19 19:52:09, scoring_agentidentity id MBR-007205, confidence 0.993, method probabilistic, matched record TPA-50091, policy version 1
- Record linked automatically2a0407c3312026-10-19 19:45:42, scoring_agentidentity id MBR-007205, confidence 0.993, method probabilistic, matched record TPA-50091, policy version 1
- Record linked automaticallyead288625f2026-10-19 19:32:31, scoring_agentidentity id MBR-007205, confidence 0.993, method probabilistic, matched record TPA-50091, policy version 1
- Record linked automatically7b191e07ff2026-10-19 19:31:28, scoring_agentidentity id MBR-039941, confidence 1, method probabilistic, matched record TPA-50088, policy version 1