Record, CLM, bronze and silver
CLM-409944
Received 2026-02-09T11:42:02Z, line 52,901 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 | Gerald | Gerald | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Carpenter | Carpenter | Unchanged |
| Date of birth | 5/7/1978 | 1978-05-07 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-0692 | •••-••-0692 | Unchanged |
| Phone | - | — | Cleared |
| gerald.carpenter61@icloud.com | gerald.carpenter61@icloud.com | Unchanged | |
| Address | 6030 MEADOW LN #400 | 6030 Meadow Ln # 400 | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85772 | 85772 | Unchanged |
| Group | GRP-7822 | GRP-7822 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.66
- Name key
- gerald|carpenter
- Address key
- 6030|meadow|85772
- Canonical first
- gerald
Quality flags
5 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- 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-409943 | 1.00 | Scored | — | Auto-linked |
| CLM-409942 | 0.99 | Scored | — | Auto-linked |
| ENR-113116 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-011696
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Gerald Carpenter, 1978-05-07, 5 records, Verified
Evidence
Matched against CLM-409943
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyb3b4726a062026-10-22 12:43:54, scoring_agentidentity id MBR-011696, confidence 1, method probabilistic, matched record CLM-409943, policy version 1
- Record linked automatically1ccc70addf2026-10-19 19:54:38, scoring_agentidentity id MBR-011696, confidence 1, method probabilistic, matched record CLM-409943, policy version 1
- Record linked automatically691677ac892026-10-19 19:52:09, scoring_agentidentity id MBR-011696, confidence 1, method probabilistic, matched record CLM-409943, policy version 1
- Record linked automatically436975c7ac2026-10-19 19:45:42, scoring_agentidentity id MBR-011696, confidence 1, method probabilistic, matched record CLM-409943, policy version 1
- Record linked automatically808e8540092026-10-19 19:32:31, scoring_agentidentity id MBR-011696, confidence 1, method probabilistic, matched record CLM-409943, policy version 1
- Record linked automatically098cabecac2026-10-19 19:31:28, matching_agentidentity id MBR-021213, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-113134