Record, CLM, bronze and silver
CLM-409942
Received 2026-04-23T03:16:19Z, line 33,211 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 | Gearld | Gearld | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Carpenter | Carpenter | Unchanged |
| Date of birth | 1978-05-07 | 1978-05-07 | Unchanged |
| Gender | M·· | M | Parsed |
| Member ID | UHC-74053-63 | UHC-74053-63 | Unchanged |
| SSN | null | — | Cleared |
| Phone | null | — | Cleared |
| ·GERALD.CARPENTER61@ICLOUD.COM | gerald.carpenter61@icloud.com | Changed | |
| Address | 6030 Meadow Lane | 6030 Meadow Ln | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85772 | 85772 | Unchanged |
| Group | GRP-7822 | GRP-7822 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.80
- Name key
- gearld|carpenter
- Address key
- 6030|meadow|85772
- Canonical first
- gearld
Quality flags
4 raised during normalisation
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- Email lower-casedEmail lower-cased
- 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-409944 | 0.99 | Scored | — | Auto-linked |
| ENR-113116 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-409943 | 0.96 | Rule | D3 member id + name | Auto-linked |
| CLM-409941 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-011696
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Gerald Carpenter, 1978-05-07, 5 records, Verified
Evidence
Matched against CLM-409944
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallye7f782de9c2026-10-22 12:43:54, scoring_agentidentity id MBR-011696, confidence 0.994, method probabilistic, matched record CLM-409944, policy version 1
- Record linked automatically69ad47abb42026-10-19 19:54:38, scoring_agentidentity id MBR-011696, confidence 0.994, method probabilistic, matched record CLM-409944, policy version 1
- Record linked automaticallyd1d7d461b92026-10-19 19:52:09, scoring_agentidentity id MBR-011696, confidence 0.994, method probabilistic, matched record CLM-409944, policy version 1
- Record linked automatically5c1096a54e2026-10-19 19:45:42, scoring_agentidentity id MBR-011696, confidence 0.994, method probabilistic, matched record CLM-409944, policy version 1
- Record linked automaticallyb0b7a73d4a2026-10-19 19:32:31, scoring_agentidentity id MBR-011696, confidence 0.994, method probabilistic, matched record CLM-409944, policy version 1
- Record linked automaticallye7d217af272026-10-19 19:31:28, matching_agentidentity id MBR-011247, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-113128