Record, TPA, bronze and silver
TPA-61371
Received 2026-05-27T23:31:16Z, line 76,364 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 | Parekr, James·· | James | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Parekr | Changed |
| Date of birth | 5/11/2002·· | 2002-05-11 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-0669 | •••-••-0669 | Unchanged |
| Phone | 225-388-3390 | 2253883390 | Parsed |
| - | — | Cleared | |
| Address | 8408 Canyon Rd | 8408 Canyon Rd | Unchanged |
| City | Phoenix·· | Phoenix | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85040 | 85040 | Unchanged |
| Group | GRP-4625 | GRP-4625 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- james|parekr
- Address key
- 8408|canyon|85040
- Canonical first
- james
Quality flags
5 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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 |
|---|---|---|---|---|
| TPA-61370 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-015877
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: James Parekr, 2002-05-11, 2 records, Verified
Evidence
Matched against TPA-61370
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically34cad292842026-10-22 12:43:54, scoring_agentidentity id MBR-015877, confidence 0.993, method probabilistic, matched record TPA-61370, policy version 1
- Record linked automatically42dfa89be52026-10-19 19:54:38, scoring_agentidentity id MBR-015877, confidence 0.993, method probabilistic, matched record TPA-61370, policy version 1
- Record linked automaticallycd02c705032026-10-19 19:52:09, scoring_agentidentity id MBR-015877, confidence 0.993, method probabilistic, matched record TPA-61370, policy version 1
- Record linked automaticallyafa4f010622026-10-19 19:45:42, scoring_agentidentity id MBR-015877, confidence 0.993, method probabilistic, matched record TPA-61370, policy version 1
- Record linked automatically51c9144b642026-10-19 19:32:31, scoring_agentidentity id MBR-015877, confidence 0.993, method probabilistic, matched record TPA-61370, policy version 1