Record, TPA, bronze and silver
TPA-59200
Received 2026-03-18T20:02:22Z, line 30,783 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 | Arnold | Arnold | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Pamela·· | Pamela | Changed |
| Date of birth | 1973-11-19 | 1973-11-19 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | ·· | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 239.935.5420 | 2399355420 | Parsed |
| — | — | Unchanged | |
| Address | 1082 MAPLE AVENUE·· | 1082 Maple Ave | Changed |
| City | San Diego | San Diego | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 92184·· | 92184 | Changed |
| Group | — | — | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.64
- Name key
- arnold|pamela
- Address key
- 1082|maple|92184
- Canonical first
- arnold
Quality flags
6 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-420926 | 0.98 | Scored | — | Auto-linked |
| TPA-59201 | 0.98 | Scored | — | Auto-linked |
| ENR-127516 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020552
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Pamela Arnold, 1973-11-19, 4 records, Verified
Evidence
Matched against CLM-420926
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| 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 automatically63f9f1c83e2026-10-19 19:54:38, scoring_agentidentity id MBR-020552, confidence 0.984, method probabilistic, matched record CLM-420926, policy version 1
- Record linked automatically2ba75cfe0a2026-10-19 19:52:09, scoring_agentidentity id MBR-020552, confidence 0.984, method probabilistic, matched record CLM-420926, policy version 1
- Record linked automaticallyc5ccc2a3212026-10-19 19:45:42, scoring_agentidentity id MBR-020552, confidence 0.984, method probabilistic, matched record CLM-420926, policy version 1
- Record linked automatically9eccee59f32026-10-19 19:32:31, scoring_agentidentity id MBR-020552, confidence 0.984, method probabilistic, matched record CLM-420926, policy version 1
- Record linked automatically7fc88a5cfa2026-10-19 19:31:28, scoring_agentidentity id MBR-023340, confidence 0.925, method probabilistic, matched record ENR-127645, policy version 1