Record, CLM, bronze and silver
CLM-415020
Received 2026-01-06T03:12:21Z, line 71,568 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 | LAURA | Laura | Changed |
| Middle | — | — | Unchanged |
| Last name | STONE | Stone | Changed |
| Date of birth | 1995-02-17 | 1995-02-17 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-10518-92 | UHC-10518-92 | Unchanged |
| SSN | •••-••-7006 | •••-••-7006 | Unchanged |
| Phone | 18614098541 | 8614098541 | Parsed |
| — | — | Unchanged | |
| Address | 9078 Canyon Road | 9078 Canyon Rd | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33658 | 33658 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.78
- Name key
- laura|stone
- Address key
- 9078|canyon|33658
- Canonical first
- laura
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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-56613 | 1.00 | Scored | — | Auto-linked |
| ENR-119767 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-415019 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-24404 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001655
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Laura Stone, 1995-02-17, 5 records, Verified
Evidence
Matched against TPA-56613
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically0f6c20ae6b2026-10-19 19:54:38, scoring_agentidentity id MBR-001655, confidence 1, method probabilistic, matched record TPA-56613, policy version 1
- Record linked automaticallyb0ce283a202026-10-19 19:52:08, scoring_agentidentity id MBR-001655, confidence 1, method probabilistic, matched record TPA-56613, policy version 1
- Record linked automatically9fe33ae42d2026-10-19 19:45:41, scoring_agentidentity id MBR-001655, confidence 1, method probabilistic, matched record TPA-56613, policy version 1
- Record linked automatically8b9364153c2026-10-19 19:32:31, scoring_agentidentity id MBR-001655, confidence 1, method probabilistic, matched record TPA-56613, policy version 1
- Record linked automatically61b45c780b2026-10-19 19:31:28, scoring_agentidentity id MBR-010168, confidence 1, method probabilistic, matched record TPA-56527, policy version 1