Record, CLM, bronze and silver
CLM-401372
Received 2026-03-31T02:34:16Z, line 82,452 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 | ·ARJUN | Arjun | Changed |
| Middle | — | — | Unchanged |
| Last name | GARDNEER | Gardneer | Changed |
| Date of birth | 19870828 | 1987-08-28 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-24635-15 | UHC-24635-15 | Unchanged |
| SSN | •••-••-8494 | •••-••-8494 | Unchanged |
| Phone | (487) 830-3467 | 4878303467 | Parsed |
| NULL | — | Cleared | |
| Address | null | — | Cleared |
| City | — | — | Unchanged |
| State | - | — | Cleared |
| ZIP | NULL | — | Cleared |
| Group | GRP-0348 | GRP-0348 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- arjun|gardneer
- Address key
- —
- Canonical first
- arjun
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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 |
|---|---|---|---|---|
| PRV-20424 | 0.99 | Scored | — | Auto-linked |
| PRV-20425 | 0.99 | Scored | — | Auto-linked |
| ENR-101756 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-401373 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023124
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Arjun Gardner, 1987-08-28, 5 records, Verified
Evidence
Matched against PRV-20424
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automaticallyad46da19bc2026-10-19 19:54:38, scoring_agentidentity id MBR-023124, confidence 0.994, method probabilistic, matched record PRV-20424, policy version 1
- Record linked automatically39508b2cf22026-10-19 19:52:09, scoring_agentidentity id MBR-023124, confidence 0.994, method probabilistic, matched record PRV-20424, policy version 1
- Record linked automatically32fd6c25f32026-10-19 19:45:42, scoring_agentidentity id MBR-023124, confidence 0.994, method probabilistic, matched record PRV-20424, policy version 1
- Record linked automatically71e6769af12026-10-19 19:32:31, scoring_agentidentity id MBR-023124, confidence 0.994, method probabilistic, matched record PRV-20424, policy version 1
- Record linked automaticallyc00c7e6ce62026-10-19 19:31:28, scoring_agentidentity id MBR-028329, confidence 0.994, method probabilistic, matched record TPA-50600, policy version 1