Record, TPA, bronze and silver
TPA-59797
Received 2026-09-21T03:43:50Z, line 73,417 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 | Valentina | Valentina | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Ramos | Ramos | Unchanged |
| Date of birth | ·2004-07-21 | 2004-07-21 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | ·(312) 269-6515 | 3122696515 | Parsed |
| VALENTINA.RAMOS@GMAIL.COM | valentina.ramos@gmail.com | Changed | |
| Address | 8972 Oak Street | 8972 Oak St | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93750 | 93750 | Unchanged |
| Group | — | — | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.76
- Name key
- valentina|ramos
- Address key
- 8972|oak|93750
- Canonical first
- valentina
Quality flags
6 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- Email lower-casedEmail lower-cased
- 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-129238 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017696
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Valentina Ramos, 2004-07-21, 2 records, Verified
Evidence
Matched against ENR-129238
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 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 automaticallyee6c5370d62026-10-19 19:54:38, scoring_agentidentity id MBR-017696, confidence 1, method probabilistic, matched record ENR-129238, policy version 1
- Record linked automatically6602fb18aa2026-10-19 19:52:09, scoring_agentidentity id MBR-017696, confidence 1, method probabilistic, matched record ENR-129238, policy version 1
- Record linked automatically249e7211142026-10-19 19:45:42, scoring_agentidentity id MBR-017696, confidence 1, method probabilistic, matched record ENR-129238, policy version 1
- Record linked automatically106f907cf82026-10-19 19:32:31, scoring_agentidentity id MBR-017696, confidence 1, method probabilistic, matched record ENR-129238, policy version 1
- Record linked automatically378962a3642026-10-19 19:31:28, scoring_agentidentity id MBR-026645, confidence 1, method probabilistic, matched record CLM-422315, policy version 1