Record, TPA, bronze and silver
TPA-51769
Received 2026-06-05T00:24:45Z, line 20,740 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 | Black | Black | Unchanged |
| Middle | — | — | Unchanged |
| Last name | ·Jacqueline | Jacqueline | Changed |
| Date of birth | Aug 17, 1989 | 1989-08-17 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (786) 854-9331 | 7868549331 | Parsed |
| ···· | — | Unchanged | |
| Address | ·3673 Apache Blvd | 3673 Apache Blvd | Changed |
| City | Tucson | Tucson | Unchanged |
| State | ·AZ | AZ | Changed |
| ZIP | 85721 | 85721 | Unchanged |
| Group | null | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.92
- Name key
- black|jacqueline
- Address key
- 3673|apache|85721
- Canonical first
- black
Quality flags
4 raised during normalisation
- 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 |
|---|---|---|---|---|
| CLM-404084 | 0.98 | Scored | — | Auto-linked |
| CLM-404085 | 0.78 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-021068
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Jacqueline Black, 1989-08-17, 4 records, Verified
Evidence
Matched against CLM-404084
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically8c19068d3e2026-10-19 19:54:38, scoring_agentidentity id MBR-021068, confidence 0.977, method probabilistic, matched record CLM-404084, policy version 1
- Record linked automatically53b43d5ce02026-10-19 19:52:09, scoring_agentidentity id MBR-021068, confidence 0.977, method probabilistic, matched record CLM-404084, policy version 1
- Record linked automatically29162aa9692026-10-19 19:45:42, scoring_agentidentity id MBR-021068, confidence 0.977, method probabilistic, matched record CLM-404084, policy version 1
- Record linked automaticallyeee28ef7312026-10-19 19:32:31, scoring_agentidentity id MBR-021068, confidence 0.977, method probabilistic, matched record CLM-404084, policy version 1
- Record linked automatically8df598da2f2026-10-19 19:31:28, scoring_agentidentity id MBR-030153, confidence 0.937, method probabilistic, matched record ENR-105123, policy version 1