Record, CLM, bronze and silver
CLM-405711
Received 2026-05-30T14:58:43Z, line 98,071 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 | LUIS | Luis | Changed |
| Middle | — | — | Unchanged |
| Last name | ·RICHARDSON | Richardson | Changed |
| Date of birth | 6/10/1990 | 1990-06-10 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-9983 | •••-••-9983 | Parsed |
| Phone | UNKNOWN | — | Cleared |
| — | — | Unchanged | |
| Address | — | — | Unchanged |
| City | UNKNOWN | — | Cleared |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-3579 | GRP-3579 | Unchanged |
| Plan | MEDICARE-ADV-B·· | MEDICARE-ADV-B | Changed |
- Quality score
- 0.78
- Name key
- luis|richardson
- Address key
- —
- Canonical first
- luis
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-52524 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-405712 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-107514 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-027348
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Luis Richardson, 1990-06-10, 4 records, Verified
Evidence
Matched against ENR-107514
| 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
5 hash-chained entries for this record
- Record linked automatically35d41af4362026-10-19 19:54:38, matching_agentidentity id MBR-027348, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-107514
- Record linked automatically8f0f4fd2bd2026-10-19 19:52:09, matching_agentidentity id MBR-027348, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-107514
- Record linked automatically4e70d33cf12026-10-19 19:45:42, matching_agentidentity id MBR-027348, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-107514
- Record linked automatically5c59b3305f2026-10-19 19:32:31, matching_agentidentity id MBR-027348, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-107514
- Record linked automatically1a45d312212026-10-19 19:31:28, scoring_agentidentity id MBR-013144, confidence 1, method probabilistic, matched record ENR-107468, policy version 1