Record, TPA, bronze and silver
TPA-61945
Received 2026-06-20T23:42:07Z, line 79,908 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 | Singh, Isabella | Isabella | Changed |
| Middle | ·· | — | Unchanged |
| Last name | — | Singh | Changed |
| Date of birth | 11/14/1949 | 1949-11-14 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 19162509220 | 9162509220 | Parsed |
| ···· | — | Unchanged | |
| Address | 8764 BASELINE RD | 8764 Baseline Rd | Changed |
| City | Columbus | Columbus | Unchanged |
| State | OH | OH | Unchanged |
| ZIP | 43296 | 43296 | Unchanged |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.50
- Name key
- isabella|singh
- Address key
- 8764|baseline|43296
- Canonical first
- isabella
Quality flags
7 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
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-135487 | 1.00 | Scored | — | Auto-linked |
| CLM-427051 | 1.00 | Scored | — | Auto-linked |
| PRV-27944 | 0.99 | Scored | — | Auto-linked |
| PRV-27943 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-028304
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Isabella Singh, 1949-11-14, 5 records, Verified
Evidence
Matched against CLM-427051
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automaticallye847930c602026-10-19 19:54:38, scoring_agentidentity id MBR-028304, confidence 1, method probabilistic, matched record CLM-427051, policy version 1
- Record linked automaticallyfd715b7fda2026-10-19 19:52:09, scoring_agentidentity id MBR-028304, confidence 1, method probabilistic, matched record CLM-427051, policy version 1
- Record linked automatically53c9adae032026-10-19 19:45:42, scoring_agentidentity id MBR-028304, confidence 1, method probabilistic, matched record CLM-427051, policy version 1
- Record linked automatically4475dea3382026-10-19 19:32:31, scoring_agentidentity id MBR-028304, confidence 1, method probabilistic, matched record CLM-427051, policy version 1
- Record linked automaticallyfa3f4415d92026-10-19 19:31:28, scoring_agentidentity id MBR-020826, confidence 1, method probabilistic, matched record TPA-61944, policy version 1