Record, CLM, bronze and silver
CLM-410817
Received 2026-05-30T18:47:49Z, line 71,158 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | STEPHEN | Stephen | Changed |
| Middle | — | — | Unchanged |
| Last name | GRAHAM | Graham | Changed |
| Date of birth | 1938-09-27 | 1938-09-27 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-4669 | •••-••-4669 | Unchanged |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | 3890 JEFFERSON AVE #234 | 3890 Jefferson Ave # 234 | Changed |
| City | HOUSTON | Houston | Changed |
| State | TX | TX | Unchanged |
| ZIP | 77024 | 77024 | Unchanged |
| Group | ·· | — | Unchanged |
| Plan | medicare-adv-a | MEDICARE-ADV-A | Changed |
- Quality score
- 0.62
- Name key
- stephen|graham
- Address key
- 3890|jefferson|77024
- Canonical first
- stephen
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- City re-casedCity re-cased to Title Case
- Plan code upper-casedPlan code upper-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-410816 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-114195 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-114194 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-032977
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Stephen Graham, 1938-09-27, 4 records, Verified
Evidence
Matched against CLM-410816
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically189fca97002026-10-22 12:43:55, matching_agentidentity id MBR-032977, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-410816
- Record linked automatically1ac1a452ba2026-10-19 19:54:38, matching_agentidentity id MBR-032977, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-410816
- Record linked automatically2b8732f11b2026-10-19 19:52:09, matching_agentidentity id MBR-032977, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-410816
- Record linked automatically843508e1c92026-10-19 19:45:42, matching_agentidentity id MBR-032977, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-410816
- Record linked automatically09ddc1ceb52026-10-19 19:32:31, matching_agentidentity id MBR-032977, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-410816
- Record linked automatically4063f0ed9b2026-10-19 19:31:28, scoring_agentidentity id MBR-027528, confidence 1, method probabilistic, matched record ENR-114311, policy version 1