Record, CLM, bronze and silver
CLM-427803
Received 2026-05-24T04:31:43Z, line 82,417 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 | DEBRA | Debra | Changed |
| Middle | — | — | Unchanged |
| Last name | SINGH | Singh | Changed |
| Date of birth | 1993-07-11 | 1993-07-11 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-43089-48 | UHC-43089-48 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | (424) 236-0970 | 4242360970 | Parsed |
| debra.singh56@yahoo.com | debra.singh56@yahoo.com | Unchanged | |
| Address | null | — | Cleared |
| City | ···· | — | Unchanged |
| State | - | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | GRP-5872 | GRP-5872 | Unchanged |
| Plan | options-ppo | OPTIONS-PPO | Changed |
- Quality score
- 0.90
- Name key
- debra|singh
- Address key
- —
- Canonical first
- debra
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Plan code upper-casedPlan code upper-cased
- 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-427802 | 1.00 | Scored | — | Auto-linked |
| ENR-136450 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-015692
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Debra Singh, 1993-07-11, 3 records, Verified
Evidence
Matched against CLM-427802
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automaticallybb66ee5d782026-10-22 12:43:54, scoring_agentidentity id MBR-015692, confidence 1, method probabilistic, matched record CLM-427802, policy version 1
- Record linked automaticallyeb443ab90c2026-10-19 19:54:38, scoring_agentidentity id MBR-015692, confidence 1, method probabilistic, matched record CLM-427802, policy version 1
- Record linked automatically8131f6f31f2026-10-19 19:52:09, scoring_agentidentity id MBR-015692, confidence 1, method probabilistic, matched record CLM-427802, policy version 1
- Record linked automatically25fc491a292026-10-19 19:45:42, scoring_agentidentity id MBR-015692, confidence 1, method probabilistic, matched record CLM-427802, policy version 1
- Record linked automaticallyd12e8a2b2d2026-10-19 19:32:31, scoring_agentidentity id MBR-015692, confidence 1, method probabilistic, matched record CLM-427802, policy version 1
- Record linked automaticallyd764e595102026-10-19 19:31:28, scoring_agentidentity id MBR-000128, confidence 0.996, method probabilistic, matched record CLM-427805, policy version 1