Record, CLM, bronze and silver
CLM-414589
Received 2026-08-15T23:50:57Z, line 97,097 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 | laryr | Laryr | Changed |
| Middle | ·· | — | Unchanged |
| Last name | franklin | Franklin | Changed |
| Date of birth | — | — | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UHC-07734-45 | UHC-07734-45 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 894-505-5515 | 8945055515 | Parsed |
| null | — | Cleared | |
| Address | 8091 Sunset Boulevard Apt 17 | 8091 Sunset Blvd Apt 17 | Changed |
| City | ATLANTA | Atlanta | Changed |
| State | GA·· | GA | Changed |
| ZIP | 30311 | 30311 | Unchanged |
| Group | GRP-5091 | GRP-5091 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.32
- Name key
- laryr|franklin
- Address key
- 8091|sunset|30311
- Canonical first
- laryr
Quality flags
10 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth missingDate of birth absent or a null token; left empty
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- City re-casedCity re-cased to Title Case
- Gender normalisedGender mapped to F or M from a longer or variant 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 |
|---|---|---|---|---|
| ENR-119227 | 0.96 | Rule | D3 member id + name | Auto-linked |
| CLM-414590 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007267
- Method
- Rule
- Confidence
- 0.96
- Rule
- D3 member id + name
Golden record: Larry Franklin, 1955-01-19, 3 records, Verified
Evidence
Matched against ENR-119227
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically7e5af1fb082026-10-19 19:54:38, matching_agentidentity id MBR-007267, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-119227
- Record linked automatically727aff42212026-10-19 19:52:09, matching_agentidentity id MBR-007267, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-119227
- Record linked automaticallyca0e3bf0212026-10-19 19:45:42, matching_agentidentity id MBR-007267, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-119227
- Record linked automatically211893ee782026-10-19 19:32:31, matching_agentidentity id MBR-007267, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-119227
- Record linked automaticallyddb6441a402026-10-19 19:31:28, scoring_agentidentity id MBR-010936, confidence 1, method probabilistic, matched record TPA-56342, policy version 1