Record, TPA, bronze and silver
TPA-58279
Received 2026-07-07T16:21:26Z, line 19,828 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 | RALPH | Ralph | Changed |
| Middle | Z.·· | Z | Changed |
| Last name | BELL | Bell | Changed |
| Date of birth | Nov 3, 1976 | 1976-11-03 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-5711 | •••-••-5711 | Unchanged |
| Phone | (481) 390-4799 | 4813904799 | Parsed |
| NULL | — | Cleared | |
| Address | 8457 Apache Boulevard | 8457 Apache Blvd | Changed |
| City | TEMPE | Tempe | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85201 | 85201 | Unchanged |
| Group | GRP-0589 | GRP-0589 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.74
- Name key
- ralph|bell
- Address key
- 8457|apache|85201
- Canonical first
- ralph
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- City re-casedCity re-cased to Title Case
- 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-418720 | 1.00 | Scored | — | Auto-linked |
| ENR-124637 | 1.00 | Scored | — | Auto-linked |
| CLM-418721 | 0.99 | Scored | — | Auto-linked |
| CLM-418722 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-034841
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ralph Bell, 1976-11-03, 5 records, Verified
Evidence
Matched against ENR-124637
| 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 automatically2546b9c0e12026-10-19 19:54:39, scoring_agentidentity id MBR-034841, confidence 1, method probabilistic, matched record ENR-124637, policy version 1
- Record linked automaticallya6b8257f9a2026-10-19 19:52:09, scoring_agentidentity id MBR-034841, confidence 1, method probabilistic, matched record ENR-124637, policy version 1
- Record linked automaticallyad6b5b2c452026-10-19 19:45:42, scoring_agentidentity id MBR-034841, confidence 1, method probabilistic, matched record ENR-124637, policy version 1
- Record linked automaticallya4c508ee652026-10-19 19:32:31, scoring_agentidentity id MBR-034841, confidence 1, method probabilistic, matched record ENR-124637, policy version 1