Record, CLM, bronze and silver
CLM-428297
Received 2026-02-03T06:29:50Z, line 86,136 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 | Michael | Michael | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Carpenter | Carpenter | Unchanged |
| Date of birth | 07/11/95 | 1995-07-11 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | - | — | Cleared |
| SSN | •••-••-9360 | •••-••-9360 | Unchanged |
| Phone | N/A | — | Cleared |
| michael.carpenter65@hotmail.com | michael.carpenter65@hotmail.com | Unchanged | |
| Address | 8019 Market St | 8019 Market St | Unchanged |
| City | PLANO | Plano | Changed |
| State | Texas·· | TX | Changed |
| ZIP | — | — | Unchanged |
| Group | GRP-8775 | GRP-8775 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.38
- Name key
- michael|carpenter
- Address key
- 8019|market|plano
- Canonical first
- michael
Quality flags
7 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| CLM-428299 | 0.99 | Scored | — | Auto-linked |
| ENR-137121 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-428298 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009991
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Michael Carpenter, 1995-07-11, 4 records, Verified
Evidence
Matched against CLM-428299
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically394003e1182026-10-19 19:54:38, scoring_agentidentity id MBR-009991, confidence 0.989, method probabilistic, matched record CLM-428299, policy version 1
- Record linked automatically1fdc57dd952026-10-19 19:52:09, scoring_agentidentity id MBR-009991, confidence 0.989, method probabilistic, matched record CLM-428299, policy version 1
- Record linked automaticallyb4b85ffd5d2026-10-19 19:45:42, scoring_agentidentity id MBR-009991, confidence 0.989, method probabilistic, matched record CLM-428299, policy version 1
- Record linked automatically54fe1a69202026-10-19 19:32:31, scoring_agentidentity id MBR-009991, confidence 0.989, method probabilistic, matched record CLM-428299, policy version 1
- Record linked automaticallyf3ea936a912026-10-19 19:31:28, matching_agentidentity id MBR-043507, confidence 0.96, rule D3 member_id + name, method deterministic, matched record TPA-62440