Record, CLM, bronze and silver
CLM-404166
Received 2026-06-22T12:19:05Z, line 3,367 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 | ·LARRY | Larry | Changed |
| Middle | — | — | Unchanged |
| Last name | FRANKLIN | Franklin | Changed |
| Date of birth | ·1973-09-04 | 1973-09-04 | Parsed |
| Gender | N/A | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | •••-••-0981 | •••-••-0981 | Unchanged |
| Phone | (416) 840-5275 | 4168405275 | Parsed |
| null | — | Cleared | |
| Address | UNKNOWN | — | Cleared |
| City | UNKNOWN | — | Cleared |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-7477 | GRP-7477 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.92
- Name key
- larry|franklin
- Address key
- —
- Canonical first
- larry
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-404165 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-105445 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-027054
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Larry Franklin, 1973-09-04, 3 records, Verified
Evidence
Matched against CLM-404165
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallye9c73a759e2026-10-19 19:54:38, matching_agentidentity id MBR-027054, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-404165
- Record linked automaticallyb70aa95bbd2026-10-19 19:52:09, matching_agentidentity id MBR-027054, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-404165
- Record linked automatically3c304ce9312026-10-19 19:45:42, matching_agentidentity id MBR-027054, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-404165
- Record linked automatically923cd583e52026-10-19 19:32:31, matching_agentidentity id MBR-027054, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-404165
- Record linked automaticallya9401e9d982026-10-19 19:31:28, scoring_agentidentity id MBR-019561, confidence 1, method probabilistic, matched record ENR-105424, policy version 1