Record, TPA, bronze and silver
TPA-61951
Received 2026-01-09T17:22:48Z, line 25,252 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 | DEBBIE | Debbie | Changed |
| Middle | — | — | Unchanged |
| Last name | OBRIEN | Obrien | Changed |
| Date of birth | 1991-02-05 | 1991-02-05 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | NULL·· | — | Cleared |
| SSN | •••-••-1467 | •••-••-1467 | Unchanged |
| Phone | 494-847-7432 | 4948477432 | Parsed |
| DEBORAH.OBRIEN@YAHOO.COM | deborah.obrien@yahoo.com | Changed | |
| Address | 6867 MAIN STREET | 6867 Main St | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | - | — | Cleared |
| Group | null | — | Cleared |
| Plan | N/A | — | Cleared |
- Quality score
- 0.46
- Name key
- deborah|obrien
- Address key
- 6867|main|los angeles
- Canonical first
- deborah
Quality flags
9 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
- ZIP missingStreet address present but no ZIP supplied
- Email lower-casedEmail lower-cased
- 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-427073 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-427074 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-135507 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-427072 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002791
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Deborah Obrien, 1991-02-05, 5 records, Verified
Evidence
Matched against CLM-427073
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallyac6cde655e2026-10-19 19:54:38, matching_agentidentity id MBR-002791, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-427073
- Record linked automatically1b34e426582026-10-19 19:52:08, matching_agentidentity id MBR-002791, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-427073
- Record linked automatically95c45806dd2026-10-19 19:45:41, matching_agentidentity id MBR-002791, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-427073
- Record linked automatically01ab42e9422026-10-19 19:32:31, matching_agentidentity id MBR-002791, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-427073
- Record linked automatically2321dbf6b62026-10-19 19:31:28, matching_agentidentity id MBR-018760, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427188