Record, CLM , bronze and silver
CLM-409480
Received 2026-09-20T12:04:57Z, line 31,382 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | KYLE | Kyle | Changed |
| Middle | — | — | Unchanged |
| Last name | LI | Li | Changed |
| Date of birth | 1946-05-20 | 1946-05-20 | Unchanged |
| Gender | UNKNOWN | — | Cleared |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-4316 | •••-••-4316 | Parsed |
| Phone | ·N/A | — | Cleared |
| — | — | Unchanged | |
| Address | 1871 Ocean Ave | 1871 Ocean Ave | Unchanged |
| City | Charlotte | Charlotte | Unchanged |
| State | ·NC | NC | Changed |
| ZIP | 28217 | 28217 | Unchanged |
| Group | GRP-1937 | GRP-1937 | Unchanged |
| Plan | OPTIONS-PPO·· | OPTIONS-PPO | Changed |
- Quality score
- 0.80
- Name key
- kyle|li
- Address key
- 1871|ocean|28217
- Canonical first
- kyle
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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 |
|---|---|---|---|---|
| CLM-409479 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-112469 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-54113 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006617
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Kyle Li, 1946-05-20, 4 records, Verified
Evidence
Matched against CLM-409479
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd70e6a9a412026-10-19 19:54:38, matching_agentidentity id MBR-006617, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-409479
- Record linked automatically5e2a8b1fbc2026-10-19 19:52:09, matching_agentidentity id MBR-006617, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-409479
- Record linked automatically7a01229a9c2026-10-19 19:45:42, matching_agentidentity id MBR-006617, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-409479
- Record linked automatically531ed20f402026-10-19 19:32:31, matching_agentidentity id MBR-006617, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-409479
- Record linked automatically33e071036d2026-10-19 19:31:28, scoring_agentidentity id MBR-011526, confidence 1, method probabilistic, matched record CLM-409479, policy version 1