Record, TPA, bronze and silver
TPA-58427
Received 2026-09-23T04:28:06Z, line 21,817 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 | JOAN | Joan | Changed |
| Middle | — | — | Unchanged |
| Last name | TAYLOR | Taylor | Changed |
| Date of birth | 1970-01-11 | 1970-01-11 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | ·N/A | — | Cleared |
| SSN | •••-••-0790 | •••-••-0790 | Unchanged |
| Phone | 825-974-9480 | 8259749480 | Parsed |
| — | — | Unchanged | |
| Address | 320 Apache Boulevard | 320 Apache Blvd | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85294·· | 85294 | Changed |
| Group | NULL | — | Cleared |
| Plan | N/A | — | Cleared |
- Quality score
- 0.76
- Name key
- joan|taylor
- Address key
- 320|apache|85294
- Canonical first
- joan
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-419002 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-026267
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Taylor Joan, 1970-01-11, 2 records, Verified
Evidence
Matched against CLM-419002
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically36728d9f492026-10-22 12:43:54, scoring_agentidentity id MBR-026267, confidence 0.985, method probabilistic, matched record CLM-419002, policy version 1
- Record linked automaticallyc8629bef582026-10-19 19:54:38, scoring_agentidentity id MBR-026267, confidence 0.985, method probabilistic, matched record CLM-419002, policy version 1
- Record linked automatically198be25cd32026-10-19 19:52:09, scoring_agentidentity id MBR-026267, confidence 0.985, method probabilistic, matched record CLM-419002, policy version 1
- Record linked automaticallyf9367aa76a2026-10-19 19:45:42, scoring_agentidentity id MBR-026267, confidence 0.985, method probabilistic, matched record CLM-419002, policy version 1
- Record linked automaticallyf99265be022026-10-19 19:32:31, scoring_agentidentity id MBR-026267, confidence 0.985, method probabilistic, matched record CLM-419002, policy version 1