Record, TPA, bronze and silver
TPA-54086
Received 2026-06-05T11:51:06Z, line 89,738 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 | LUIS | Luis | Changed |
| Middle | — | — | Unchanged |
| Last name | RICHARDS | Richards | Changed |
| Date of birth | 21-08-1969 | 1969-08-21 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | - | — | Cleared |
| Phone | 920-461-7339 | 9204617339 | Parsed |
| null | — | Cleared | |
| Address | 6338 INDIAN SCHOOL RD | 6338 Indian School Rd | Changed |
| City | GILBERT·· | Gilbert | Changed |
| State | AZ·· | AZ | Changed |
| ZIP | ·85225 | 85225 | Changed |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.72
- Name key
- luis|richards
- Address key
- 6338|indian school|85225
- Canonical first
- luis
Quality flags
8 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
- 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-409421 | 1.00 | Scored | — | Auto-linked |
| TPA-54085 | 1.00 | Scored | — | Auto-linked |
| TPA-54087 | 1.00 | Scored | — | Auto-linked |
| CLM-409420 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006113
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Luis Richards, 1969-08-21, 5 records, Verified
Evidence
Matched against TPA-54085
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
4 hash-chained entries for this record
- Record linked automatically0b309e92092026-10-19 19:54:38, scoring_agentidentity id MBR-006113, confidence 1, method probabilistic, matched record TPA-54085, policy version 1
- Record linked automatically2a823100ff2026-10-19 19:52:08, scoring_agentidentity id MBR-006113, confidence 1, method probabilistic, matched record TPA-54085, policy version 1
- Record linked automaticallycda0b4da3d2026-10-19 19:45:42, scoring_agentidentity id MBR-006113, confidence 1, method probabilistic, matched record TPA-54085, policy version 1
- Record linked automaticallye490a6db232026-10-19 19:32:31, scoring_agentidentity id MBR-006113, confidence 1, method probabilistic, matched record TPA-54085, policy version 1