Record, TPA, bronze and silver
TPA-50004
Received 2026-08-23T04:25:50Z, line 27,357 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 | Sophia | Sophia | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Ramirez·· | Ramirez | Changed |
| Date of birth | 1974-07-12 | 1974-07-12 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 719.668.1436 | 7196681436 | Parsed |
| sophia.ramirez57@icloud.com | sophia.ramirez57@icloud.com | Unchanged | |
| Address | 1154 Indian School Road | 1154 Indian School Rd | Changed |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75285 | 75285 | Unchanged |
| Group | GRP-7771 | GRP-7771 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.78
- Name key
- sophia|ramirez
- Address key
- 1154|indian school|75285
- Canonical first
- sophia
Quality flags
5 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
- 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 |
|---|---|---|---|---|
| PRV-20005 | 1.00 | Scored | — | Auto-linked |
| CLM-400008 | 1.00 | Scored | — | Auto-linked |
| CLM-400007 | 1.00 | Scored | — | Auto-linked |
| ENR-100018 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-028139
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sophia Ramirez, 1974-07-12, 5 records, Verified
Evidence
Matched against CLM-400008
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyfd73dd2d2b2026-10-19 19:54:38, scoring_agentidentity id MBR-028139, confidence 1, method probabilistic, matched record CLM-400008, policy version 1
- Record linked automatically3f561465582026-10-19 19:52:09, scoring_agentidentity id MBR-028139, confidence 1, method probabilistic, matched record CLM-400008, policy version 1
- Record linked automatically57e7b309562026-10-19 19:45:42, scoring_agentidentity id MBR-028139, confidence 1, method probabilistic, matched record CLM-400008, policy version 1
- Record linked automatically094ecdbf592026-10-19 19:32:31, scoring_agentidentity id MBR-028139, confidence 1, method probabilistic, matched record CLM-400008, policy version 1
- Record linked automatically4f36baccf42026-10-19 19:31:28, scoring_agentidentity id MBR-011392, confidence 1, method probabilistic, matched record PRV-20004, policy version 1