Record, TPA, bronze and silver
TPA-58246
Received 2026-01-15T01:20:10Z, line 19,659 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 | ·RALPH | Ralph | Changed |
| Middle | T. | T | Changed |
| Last name | ·MARSHALL | Marshall | Changed |
| Date of birth | 2/1/1975 | 1975-02-01 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN·· | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| ralph.marshall54@gmail.com | ralph.marshall54@gmail.com | Unchanged | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | N/A | — | Cleared |
| Plan | -·· | — | Cleared |
- Quality score
- 0.92
- Name key
- ralph|marshall
- Address key
- —
- Canonical first
- ralph
Quality flags
4 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)
- 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 |
|---|---|---|---|---|
| ENR-124556 | 1.00 | Scored | — | Auto-linked |
| CLM-418662 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-004446
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ralph Marshall, 1975-02-01, 3 records, Verified
Evidence
Matched against ENR-124556
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically3879c8b2582026-10-22 12:43:53, scoring_agentidentity id MBR-004446, confidence 1, method probabilistic, matched record ENR-124556, policy version 1
- Record linked automatically410f90a3202026-10-19 19:54:38, scoring_agentidentity id MBR-004446, confidence 1, method probabilistic, matched record ENR-124556, policy version 1
- Record linked automatically0c8cf772f02026-10-19 19:52:08, scoring_agentidentity id MBR-004446, confidence 1, method probabilistic, matched record ENR-124556, policy version 1
- Record linked automaticallyd5882d168d2026-10-19 19:45:42, scoring_agentidentity id MBR-004446, confidence 1, method probabilistic, matched record ENR-124556, policy version 1
- Record linked automatically11916eb0db2026-10-19 19:32:31, scoring_agentidentity id MBR-004446, confidence 1, method probabilistic, matched record ENR-124556, policy version 1
- Record linked automaticallyd9d0918ade2026-10-19 19:31:28, scoring_agentidentity id MBR-031935, confidence 0.933, method probabilistic, matched record CLM-418918, policy version 1