Record, TPA, bronze and silver
TPA-57208
Received 2026-08-06T21:37:13Z, line 29,255 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 | ·Ramirez, Kimberly | Kimberly | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Ramirez | Changed |
| Date of birth | 17-09-1961 | 1961-09-17 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | - | — | Cleared |
| N/A | — | Cleared | |
| Address | 8356 Park Pl | 8356 Park Pl | Unchanged |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75263 | 75263 | Unchanged |
| Group | — | — | Unchanged |
| Plan | ·- | — | Cleared |
- Quality score
- 0.80
- Name key
- kimberly|ramirez
- Address key
- 8356|park|75263
- Canonical first
- kimberly
Quality flags
4 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)
- 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-121582 | 1.00 | Scored | — | Auto-linked |
| PRV-24867 | 1.00 | Scored | — | Auto-linked |
| ENR-121583 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-021789
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kimberly Ramirez, 1961-09-17, 4 records, Verified
Evidence
Matched against PRV-24867
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically2185ea7a202026-10-19 19:54:38, scoring_agentidentity id MBR-021789, confidence 1, method probabilistic, matched record PRV-24867, policy version 1
- Record linked automaticallyb2786e2cd82026-10-19 19:52:09, scoring_agentidentity id MBR-021789, confidence 1, method probabilistic, matched record PRV-24867, policy version 1
- Record linked automatically0d2c2aa1e92026-10-19 19:45:42, scoring_agentidentity id MBR-021789, confidence 1, method probabilistic, matched record PRV-24867, policy version 1
- Record linked automaticallyc8d7bdc2e82026-10-19 19:32:31, scoring_agentidentity id MBR-021789, confidence 1, method probabilistic, matched record PRV-24867, policy version 1
- Record linked automatically2277dbf6302026-10-19 19:31:28, scoring_agentidentity id MBR-037722, confidence 1, method probabilistic, matched record CLM-416537, policy version 1