Record, TPA, bronze and silver
TPA-61199
Received 2026-01-10T23:49:09Z, line 15,171 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 | Pemela | Pemela | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Arnold | Arnold | Unchanged |
| Date of birth | 06-03-1974 | 1974-03-06 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | - | — | Cleared |
| Phone | - | — | Cleared |
| PAMELA.ARNOLD@AOL.COM | pamela.arnold@aol.com | Changed | |
| Address | ·3833 WILLOW COURT | 3833 Willow Ct | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85259 | 85259 | Unchanged |
| Group | - | — | Cleared |
| Plan | ·CORE-HMO | CORE-HMO | Changed |
- Quality score
- 0.78
- Name key
- pemela|arnold
- Address key
- 3833|willow|85259
- Canonical first
- pemela
Quality flags
5 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- Email lower-casedEmail lower-cased
- 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-133191 | 0.92 | Scored | — | Auto-linked |
| CLM-425370 | 0.73 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003197
- Method
- Scored
- Confidence
- 0.92
- Rule
- weighted score, no rule
Golden record: Pamela Arnold, 1974-03-06, 3 records, Verified
Evidence
Matched against ENR-133191
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.94 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically984c94fedb2026-10-19 19:54:38, scoring_agentidentity id MBR-003197, confidence 0.917, method probabilistic, matched record ENR-133191, policy version 1
- Record linked automaticallyb6c4214f242026-10-19 19:52:08, scoring_agentidentity id MBR-003197, confidence 0.917, method probabilistic, matched record ENR-133191, policy version 1
- Record linked automaticallyec798e0c0f2026-10-19 19:45:41, scoring_agentidentity id MBR-003197, confidence 0.917, method probabilistic, matched record ENR-133191, policy version 1
- Record linked automatically8bb20d566c2026-10-19 19:32:31, scoring_agentidentity id MBR-003197, confidence 0.917, method probabilistic, matched record ENR-133191, policy version 1
- Record linked automatically2b14a142d12026-10-19 19:31:28, scoring_agentidentity id MBR-034616, confidence 1, method probabilistic, matched record ENR-133529, policy version 1