Record, TPA, bronze and silver
TPA-60233
Received 2026-02-21T01:23:15Z, line 77,840 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 | DENISE | Denise | Changed |
| Middle | — | — | Unchanged |
| Last name | TRNA | Trna | Changed |
| Date of birth | 1986-02-18 | 1986-02-18 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-3206 | •••-••-3206 | Unchanged |
| Phone | 8649506273·· | 8649506273 | Parsed |
| NULL | — | Cleared | |
| Address | 9384 Willow Court | 9384 Willow Ct | Changed |
| City | Glendale | Glendale | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85375 | 85375 | Unchanged |
| Group | null | — | Cleared |
| Plan | null·· | — | Cleared |
- Quality score
- 0.50
- Name key
- denise|trna
- Address key
- 9384|willow|85375
- Canonical first
- denise
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-423265 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006140
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Denise Tran, 1986-02-18, 2 records, Verified
Evidence
Matched against CLM-423265
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automaticallya6cc17ee152026-10-19 19:54:38, scoring_agentidentity id MBR-006140, confidence 0.985, method probabilistic, matched record CLM-423265, policy version 1
- Record linked automaticallya9db6921b02026-10-19 19:52:08, scoring_agentidentity id MBR-006140, confidence 0.985, method probabilistic, matched record CLM-423265, policy version 1
- Record linked automatically57b85c0c0d2026-10-19 19:45:42, scoring_agentidentity id MBR-006140, confidence 0.985, method probabilistic, matched record CLM-423265, policy version 1
- Record linked automatically0d165d37e72026-10-19 19:32:31, scoring_agentidentity id MBR-006140, confidence 0.985, method probabilistic, matched record CLM-423265, policy version 1