Record, CLM, bronze and silver
CLM-408713
Received 2026-01-19T18:21:10Z, line 20,638 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | ·Carlos | Carlos | Changed |
| Middle | — | — | Unchanged |
| Last name | Li | Li | Unchanged |
| Date of birth | Jul 8, 1979 | 1979-07-08 | Parsed |
| Gender | N/A | — | Cleared |
| Member ID | UNKNOWN | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | (965) 479-6057 | 9654796057 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 8294 GRAND AVE | 8294 Grand Ave | Changed |
| City | Jacksonville | Jacksonville | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32266 | 32266 | Unchanged |
| Group | UNKNOWN·· | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.76
- Name key
- carlos|li
- Address key
- 8294|grand|32266
- Canonical first
- carlos
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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 |
|---|---|---|---|---|
| TPA-53817 | 1.00 | Scored | — | Auto-linked |
| ENR-111480 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005851
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Carlos Li, 1979-07-08, 3 records, Verified
Evidence
Matched against TPA-53817
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically99e4b9b6592026-10-19 19:54:38, scoring_agentidentity id MBR-005851, confidence 1, method probabilistic, matched record TPA-53817, policy version 1
- Record linked automatically3562ad8b2a2026-10-19 19:52:08, scoring_agentidentity id MBR-005851, confidence 1, method probabilistic, matched record TPA-53817, policy version 1
- Record linked automaticallye671e3daba2026-10-19 19:45:42, scoring_agentidentity id MBR-005851, confidence 1, method probabilistic, matched record TPA-53817, policy version 1
- Record linked automaticallycd3d9f24f52026-10-19 19:32:31, scoring_agentidentity id MBR-005851, confidence 1, method probabilistic, matched record TPA-53817, policy version 1
- Record linked automatically337090f07a2026-10-19 19:31:28, matching_agentidentity id MBR-008224, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-22573