Record, TPA, bronze and silver
TPA-61426
Received 2026-06-22T17:08:23Z, line 51,736 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 | Dean, Juhn | Juhn | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Dean | Changed |
| Date of birth | 6/25/1983 | 1983-06-25 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | ·2971 Broadway | 2971 Broadway | Changed |
| City | Fresno | Fresno | Unchanged |
| State | California | CA | Changed |
| ZIP | 93700 | 93700 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.54
- Name key
- juhn|dean
- Address key
- 2971|broadway|93700
- Canonical first
- juhn
Quality flags
5 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)
- 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
- 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-425874 | 0.98 | Scored | — | Auto-linked |
| ENR-133843 | 0.98 | Scored | — | Auto-linked |
| ENR-133842 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-035885
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: John Dean, 1983-06-25, 4 records, Verified
Evidence
Matched against CLM-425874
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.94 | 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 automaticallybdabdb4d0f2026-10-19 19:54:39, scoring_agentidentity id MBR-035885, confidence 0.978, method probabilistic, matched record CLM-425874, policy version 1
- Record linked automaticallye2d36c3ff82026-10-19 19:52:09, scoring_agentidentity id MBR-035885, confidence 0.978, method probabilistic, matched record CLM-425874, policy version 1
- Record linked automatically145aa02cb12026-10-19 19:45:42, scoring_agentidentity id MBR-035885, confidence 0.978, method probabilistic, matched record CLM-425874, policy version 1
- Record linked automatically3eea3587842026-10-19 19:32:31, scoring_agentidentity id MBR-035885, confidence 0.978, method probabilistic, matched record CLM-425874, policy version 1