Record, TPA, bronze and silver
TPA-52747
Received 2026-03-08T03:01:48Z, line 32,377 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 | SHIRLEY U. | Shirley | Changed |
| Middle | — | U | Changed |
| Last name | SANDOVAL | Sandoval | Changed |
| Date of birth | 1957-12-19 | 1957-12-19 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | (247) 351-0207 | 2473510207 | Parsed |
| shirley.sandoval61@gmail.com | shirley.sandoval61@gmail.com | Unchanged | |
| Address | 2901 Jefferson Ave | 2901 Jefferson Ave | Unchanged |
| City | Eden Prairie | Eden Prairie | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55339 | 55339 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | N/A | — | Cleared |
- Quality score
- 0.80
- Name key
- shirley|sandoval
- Address key
- 2901|jefferson|55339
- Canonical first
- shirley
Quality flags
4 raised during normalisation
- Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
- 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
- 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-108138 | 0.86 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013189
- Method
- Scored
- Confidence
- 0.86
- Rule
- weighted score, no rule
Golden record: Shirley Sandoval, 1958-12-19, 2 records, Verified
Evidence
Matched against ENR-108138
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 0.50 | 3.0 | one_digit |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically826261b5312026-10-19 19:54:38, scoring_agentidentity id MBR-013189, confidence 0.864, method probabilistic, matched record ENR-108138, policy version 1
- Record linked automatically37247ebe672026-10-19 19:52:09, scoring_agentidentity id MBR-013189, confidence 0.864, method probabilistic, matched record ENR-108138, policy version 1
- Record linked automatically8413f15ee42026-10-19 19:45:42, scoring_agentidentity id MBR-013189, confidence 0.864, method probabilistic, matched record ENR-108138, policy version 1
- Record linked automaticallybaf5cd97ca2026-10-19 19:32:31, scoring_agentidentity id MBR-013189, confidence 0.864, method probabilistic, matched record ENR-108138, policy version 1
- Record linked automatically86a7fe49242026-10-19 19:31:28, scoring_agentidentity id MBR-009231, confidence 0.996, method probabilistic, matched record CLM-406173, policy version 1