Record, TPA , bronze and silver
TPA-51342
Received 2026-06-16T16:09:46Z, line 73,430 of the TPA feed
TPA Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Ryan | Ryan | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Rios | Rios | Unchanged |
| Date of birth | 09/13/1988 | 1988-09-13 | Parsed |
| Gender | M·· | M | Parsed |
| Member ID | null·· | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | (833) 546-0505 | 8335460505 | Parsed |
| - | — | Cleared | |
| Address | 635 Union Street | 635 Union St | Changed |
| City | ·TUCSON | Tucson | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85798 | 85798 | Unchanged |
| Group | null | — | Cleared |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.74
- Name key
- ryan|rios
- Address key
- 635|union|85798
- Canonical first
- ryan
Quality flags
7 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
- 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-403144 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-035142
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ryan Rios, 1988-09-13, 2 records, Verified
Evidence
Matched against CLM-403144
| 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
6 hash-chained entries for this record
- Record linked automaticallyf3955bcbe12026-10-22 12:43:55, scoring_agentidentity id MBR-035142, confidence 1, method probabilistic, matched record CLM-403144, policy version 1
- Record linked automaticallyd2ed593c702026-10-19 19:54:39, scoring_agentidentity id MBR-035142, confidence 1, method probabilistic, matched record CLM-403144, policy version 1
- Record linked automatically57048bb42a2026-10-19 19:52:09, scoring_agentidentity id MBR-035142, confidence 1, method probabilistic, matched record CLM-403144, policy version 1
- Record linked automaticallyacdefc7ba72026-10-19 19:45:42, scoring_agentidentity id MBR-035142, confidence 1, method probabilistic, matched record CLM-403144, policy version 1
- Record linked automaticallyb59faef5662026-10-19 19:32:31, scoring_agentidentity id MBR-035142, confidence 1, method probabilistic, matched record CLM-403144, policy version 1
- Record linked automatically5ab00e3fe42026-10-19 19:31:28, scoring_agentidentity id MBR-001769, confidence 1, method probabilistic, matched record ENR-103832, policy version 1