Record, TPA, bronze and silver
TPA-55543
Received 2026-01-19T15:28:48Z, line 90,406 of the TPA feed
TPAScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | SANDRA | Sandra | Changed |
| Middle | — | — | Unchanged |
| Last name | NELSON | Nelson | Changed |
| Date of birth | 1965-05-01 | 1965-05-01 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | ·N/A | — | Cleared |
| Phone | 352.614.8150 | 3526148150 | Parsed |
| sandra.nelson@icloud.com | sandra.nelson@icloud.com | Unchanged | |
| Address | 699 DESERT SKY BLVD | 699 Desert Sky Blvd | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93771·· | 93771 | Changed |
| Group | GRP-6045 | GRP-6045 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.76
- Name key
- sandra|nelson
- Address key
- 699|desert sky|93771
- Canonical first
- sandra
Quality flags
6 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
- 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-412608 | 1.00 | Scored | — | Auto-linked |
| ENR-116560 | 1.00 | Scored | — | Auto-linked |
| TPA-55544 | 0.99 | Scored | — | Auto-linked |
| CLM-412609 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005819
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sandra Nelson, 1965-05-01, 5 records, Verified
Evidence
Matched against CLM-412608
| 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
4 hash-chained entries for this record
- Record linked automatically3d6ac52cdf2026-10-19 19:54:38, scoring_agentidentity id MBR-005819, confidence 1, method probabilistic, matched record CLM-412608, policy version 1
- Record linked automatically5f5a92104f2026-10-19 19:52:08, scoring_agentidentity id MBR-005819, confidence 1, method probabilistic, matched record CLM-412608, policy version 1
- Record linked automatically8da6a2dabf2026-10-19 19:45:42, scoring_agentidentity id MBR-005819, confidence 1, method probabilistic, matched record CLM-412608, policy version 1
- Record linked automatically08d0f9f7e92026-10-19 19:32:31, scoring_agentidentity id MBR-005819, confidence 1, method probabilistic, matched record CLM-412608, policy version 1