Record, TPA, bronze and silver
TPA-58653
Received 2026-01-31T07:40:22Z, line 17,296 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 | Ray, Debra | Debra | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Ray | Changed |
| Date of birth | 16-06-1970 | 1970-06-16 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-6002 | •••-••-6002 | Unchanged |
| Phone | — | — | Unchanged |
| null | — | Cleared | |
| Address | 9349 Meadow Lane | 9349 Meadow Ln | Changed |
| City | San Diego | San Diego | Unchanged |
| State | CA·· | CA | Changed |
| ZIP | 92106-6321 | 92106 | Changed |
| Group | NULL | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.50
- Name key
- debra|ray
- Address key
- 9349|meadow|92106
- Canonical first
- debra
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-419620 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009112
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Debra Ray, 1970-06-16, 2 records, Verified
Evidence
Matched against CLM-419620
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically296612e1cc2026-10-19 19:54:38, matching_agentidentity id MBR-009112, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-419620
- Record linked automatically6e2666bd3b2026-10-19 19:52:09, matching_agentidentity id MBR-009112, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-419620
- Record linked automatically34d19b5c6b2026-10-19 19:45:42, matching_agentidentity id MBR-009112, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-419620
- Record linked automatically8a40bb90fb2026-10-19 19:32:31, matching_agentidentity id MBR-009112, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-419620
- Record linked automatically986d190f862026-10-19 19:31:28, scoring_agentidentity id MBR-014534, confidence 1, method probabilistic, matched record CLM-419848, policy version 1