Record, CLM, bronze and silver
CLM-407363
Received 2026-03-15T13:16:36Z, line 94,307 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 | arthur | Arthur | Changed |
| Middle | — | — | Unchanged |
| Last name | gilbert | Gilbert | Changed |
| Date of birth | Sep 27, 1963 | 1963-09-27 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-9797 | •••-••-9797 | Parsed |
| Phone | 4344045344 | 4344045344 | Unchanged |
| - | — | Cleared | |
| Address | ·· | — | Unchanged |
| City | — | — | Unchanged |
| State | ·· | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-9826 | GRP-9826 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.78
- Name key
- arthur|gilbert
- Address key
- —
- Canonical first
- arthur
Quality flags
5 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)
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated 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 |
|---|---|---|---|---|
| TPA-53238 | 1.00 | Scored | — | Auto-linked |
| TPA-53239 | 0.83 | Scored | — | Sent to steward |
| CLM-407364 | 0.80 | Scored | — | Sent to steward |
| TPA-58429 | 0.68 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019848
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Arthur Gilbert, 1963-09-27, 2 records, Verified
Evidence
Matched against TPA-53238
| 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 automatically14ba91594d2026-10-19 19:54:38, scoring_agentidentity id MBR-019848, confidence 1, method probabilistic, matched record TPA-53238, policy version 1
- Record linked automatically997fb53de72026-10-19 19:52:09, scoring_agentidentity id MBR-019848, confidence 1, method probabilistic, matched record TPA-53238, policy version 1
- Record linked automaticallyc8c11e0e1c2026-10-19 19:45:42, scoring_agentidentity id MBR-019848, confidence 1, method probabilistic, matched record TPA-53238, policy version 1
- Record linked automatically3154255b442026-10-19 19:32:31, scoring_agentidentity id MBR-019848, confidence 1, method probabilistic, matched record TPA-53238, policy version 1
- Record linked automaticallyf0c217a1ca2026-10-19 19:31:28, matching_agentidentity id MBR-004603, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407362