Record, TPA, bronze and silver
TPA-50378
Received 2026-07-08T03:27:19Z, line 31,570 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 | ·kathleen | Kathleen | Changed |
| Middle | — | — | Unchanged |
| Last name | soto | Soto | Changed |
| Date of birth | 10/26/1939 | 1939-10-26 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | — | — | Unchanged |
| null | — | Cleared | |
| Address | 7986 Oak Street | 7986 Oak St | Changed |
| City | San Antonio | San Antonio | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 78293 | 78293 | Unchanged |
| Group | ·· | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- kathleen|soto
- Address key
- 7986|oak|78293
- Canonical first
- kathleen
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)
- 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
- 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-400809 | 0.97 | Scored | — | Auto-linked |
| CLM-400808 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-037697
- Method
- Scored
- Confidence
- 0.97
- Rule
- weighted score, no rule
Golden record: Kathleen Soto, 1939-10-26, 3 records, Verified
Evidence
Matched against CLM-400809
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.93 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically4a4b1248e32026-10-19 19:54:39, scoring_agentidentity id MBR-037697, confidence 0.973, method probabilistic, matched record CLM-400809, policy version 1
- Record linked automatically135958c80e2026-10-19 19:52:09, scoring_agentidentity id MBR-037697, confidence 0.973, method probabilistic, matched record CLM-400809, policy version 1
- Record linked automatically698a33ac7e2026-10-19 19:45:42, scoring_agentidentity id MBR-037697, confidence 0.973, method probabilistic, matched record CLM-400809, policy version 1
- Record linked automaticallydd2ce604802026-10-19 19:32:31, scoring_agentidentity id MBR-037697, confidence 0.973, method probabilistic, matched record CLM-400809, policy version 1
- Record linked automaticallya16806dafb2026-10-19 19:31:28, scoring_agentidentity id MBR-026501, confidence 0.993, method probabilistic, matched record CLM-400885, policy version 1