Record, CLM, bronze and silver
CLM-404165
Received 2026-04-21T19:05:45Z, line 22,818 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 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-64798-78 | UHC-64798-78 | Unchanged |
| SSN | •••-••-0981 | •••-••-0981 | Unchanged |
| Phone | 416-840-5275 | 4168405275 | Parsed |
| N/A | — | Cleared | |
| Address | 9897 Sunset Blvd | 9897 Sunset Blvd | Unchanged |
| City | HOUSTON | Houston | Changed |
| State | TX | TX | Unchanged |
| ZIP | 77017 | 77017 | Unchanged |
| Group | — | — | Unchanged |
| Plan | ·· | — | Unchanged |
- Quality score
- 0.92
- Name key
- larry|franklin
- Address key
- 9897|sunset|77017
- 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| ENR-105445 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-404166 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-027054
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Larry Franklin, 1973-09-04, 3 records, Verified
Evidence
Matched against ENR-105445
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 0.00 | 2.0 | different |
Audit
5 hash-chained entries for this record
- Record linked automaticallybe3ce8cf8d2026-10-19 19:54:38, matching_agentidentity id MBR-027054, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105445
- Record linked automatically1387557acb2026-10-19 19:52:09, matching_agentidentity id MBR-027054, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105445
- Record linked automatically1dd661399f2026-10-19 19:45:42, matching_agentidentity id MBR-027054, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105445
- Record linked automatically396e5c5a242026-10-19 19:32:31, matching_agentidentity id MBR-027054, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105445
- Record linked automatically14faa6242d2026-10-19 19:31:28, scoring_agentidentity id MBR-019561, confidence 1, method probabilistic, matched record CLM-404166, policy version 1