Record, TPA, bronze and silver
TPA-64117
Received 2026-03-22T01:30:42Z, line 81,237 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 | KAREN·· | Karen | Changed |
| Middle | — | — | Unchanged |
| Last name | SPENCER | Spencer | Changed |
| Date of birth | 12/21/1969 | 1969-12-21 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-4782 | •••-••-4782 | Unchanged |
| Phone | 5698106 | — | Cleared |
| — | — | Unchanged | |
| Address | 1338 CEDAR LN | 1338 Cedar Ln | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85004 | 85004 | Unchanged |
| Group | - | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- karen|spencer
- Address key
- 1338|cedar|85004
- Canonical first
- karen
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone missing area codePhone had only seven digits (no area code); cleared
- 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
- 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-64116 | 1.00 | Scored | — | Auto-linked |
| ENR-142006 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-021262
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Karen Spencer, 1969-12-21, 3 records, Verified
Evidence
Matched against TPA-64116
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically5d0de1b9842026-10-19 19:54:38, scoring_agentidentity id MBR-021262, confidence 1, method probabilistic, matched record TPA-64116, policy version 1
- Record linked automatically3e9d4c1bcc2026-10-19 19:52:09, scoring_agentidentity id MBR-021262, confidence 1, method probabilistic, matched record TPA-64116, policy version 1
- Record linked automaticallycbaf5123712026-10-19 19:45:42, scoring_agentidentity id MBR-021262, confidence 1, method probabilistic, matched record TPA-64116, policy version 1
- Record linked automaticallyac2d9304ff2026-10-19 19:32:31, scoring_agentidentity id MBR-021262, confidence 1, method probabilistic, matched record TPA-64116, policy version 1
- Record linked automatically8d540189ac2026-10-19 19:31:28, scoring_agentidentity id MBR-014776, confidence 1, method probabilistic, matched record CLM-432270, policy version 1