Record, CLM, bronze and silver
CLM-425336
Received 2026-02-19T10:20:28Z, line 79,184 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 | LI | Li | Changed |
| Date of birth | 07/08/01 | 2001-07-08 | Parsed |
| Gender | UNKNOWN | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | •••-••-6607 | •••-••-6607 | Unchanged |
| Phone | 771-606-0688 | 7716060688 | Parsed |
| null | — | Cleared | |
| Address | 3403 Willow Court | 3403 Willow Ct | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33161 | 33161 | Unchanged |
| Group | GRP-3456 | GRP-3456 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- larry|li
- Address key
- 3403|willow|33161
- Canonical first
- larry
Quality flags
7 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
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation 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 |
|---|---|---|---|---|
| ENR-133151 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-014272
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Larry Li, 2001-07-08, 2 records, Verified
Evidence
Matched against ENR-133151
| 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
6 hash-chained entries for this record
- Record linked automatically987b8f88b12026-10-22 12:43:54, matching_agentidentity id MBR-014272, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-133151
- Record linked automatically12689b6bf62026-10-19 19:54:38, matching_agentidentity id MBR-014272, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-133151
- Record linked automatically6cae9ef93b2026-10-19 19:52:09, matching_agentidentity id MBR-014272, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-133151
- Record linked automaticallyab91bb89062026-10-19 19:45:42, matching_agentidentity id MBR-014272, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-133151
- Record linked automatically7d583e3e802026-10-19 19:32:31, matching_agentidentity id MBR-014272, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-133151
- Record linked automatically1c775956dc2026-10-19 19:31:28, scoring_agentidentity id MBR-011760, confidence 1, method probabilistic, matched record PRV-27457, policy version 1