Record, CLM, bronze and silver
CLM-422337
Received 2026-07-21T05:46:05Z, line 85,087 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 | MARSHAL | Marshal | Changed |
| Date of birth | 07/04/71 | 1971-07-04 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-5866 | •••-••-5866 | Parsed |
| Phone | ···· | — | Unchanged |
| — | — | Unchanged | |
| Address | null | — | Cleared |
| City | null | — | Cleared |
| State | ···· | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-0862 | GRP-0862 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.80
- Name key
- larry|marshal
- Address key
- —
- Canonical first
- larry
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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 |
|---|---|---|---|---|
| ENR-129289 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-422335 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-26598 | 0.83 | Scored | — | Sent to steward |
| CLM-422336 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002345
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Larry Marshall, 1971-07-04, 6 records, Verified
Evidence
Matched against CLM-422335
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 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 automaticallyedc4cea6ae2026-10-19 19:54:38, matching_agentidentity id MBR-002345, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-422335
- Record linked automatically201620ca152026-10-19 19:52:08, matching_agentidentity id MBR-002345, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-422335
- Record linked automaticallyaca03b672d2026-10-19 19:45:41, matching_agentidentity id MBR-002345, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-422335
- Record linked automatically7f8255d2652026-10-19 19:32:31, matching_agentidentity id MBR-002345, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-422335
- Record linked automatically3acba19b552026-10-19 19:31:28, scoring_agentidentity id MBR-027503, confidence 1, method probabilistic, matched record TPA-59813, policy version 1