Record, TPA, bronze and silver
TPA-58053
Received 2026-01-23T20:54:14Z, line 25,032 of the TPA feed
TPARule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | ·CAROLYN | Carolyn | Changed |
| Middle | — | — | Unchanged |
| Last name | ARNOLD | Arnold | Changed |
| Date of birth | 19481011 | 1948-10-11 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-1738 | •••-••-1738 | Unchanged |
| Phone | 444-678-0495 | 4446780495 | Parsed |
| — | — | Unchanged | |
| Address | 9558 Union Street | 9558 Union St | Changed |
| City | HOUSTON | Houston | Changed |
| State | TX | TX | Unchanged |
| ZIP | 77098 | 77098 | Unchanged |
| Group | — | — | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.74
- Name key
- carolyn|arnold
- Address key
- 9558|union|77098
- Canonical first
- carolyn
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
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| ENR-123997 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-007053
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Carolyn Arnold, 1948-10-11, 2 records, Verified
Evidence
Matched against ENR-123997
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically990e3269ef2026-10-22 12:43:53, matching_agentidentity id MBR-007053, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123997
- Record linked automatically812addcbee2026-10-19 19:54:38, matching_agentidentity id MBR-007053, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123997
- Record linked automaticallyf3395077122026-10-19 19:52:09, matching_agentidentity id MBR-007053, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123997
- Record linked automaticallyb79f959bd32026-10-19 19:45:42, matching_agentidentity id MBR-007053, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123997
- Record linked automaticallyf42bc1e59d2026-10-19 19:32:31, matching_agentidentity id MBR-007053, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-123997
- Record linked automaticallyf2301d47d72026-10-19 19:31:28, scoring_agentidentity id MBR-018335, confidence 0.988, method probabilistic, matched record CLM-418429, policy version 1