Record, TPA, bronze and silver
TPA-54819
Received 2026-04-15T04:47:47Z, line 58,787 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 | COOK | Cook | Changed |
| Middle | — | — | Unchanged |
| Last name | LAURA | Laura | Changed |
| Date of birth | 2002-07-27 | 2002-07-27 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | ·null | — | Cleared |
| Phone | 14072963645 | 4072963645 | Parsed |
| laura.cook73@icloud.com | laura.cook73@icloud.com | Unchanged | |
| Address | 740 Harbor Blvd·· | 740 Harbor Blvd | Changed |
| City | CHANDLER | Chandler | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85253 | 85253 | Unchanged |
| Group | — | — | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.92
- Name key
- cook|laura
- Address key
- 740|harbor|85253
- Canonical first
- cook
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- City re-casedCity re-cased to Title Case
- 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-114470 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-025913
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Laura Cook, 2002-07-27, 2 records, Verified
Evidence
Matched against ENR-114470
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallya71e7bccf32026-10-22 12:43:54, scoring_agentidentity id MBR-025913, confidence 0.986, method probabilistic, matched record ENR-114470, policy version 1
- Record linked automatically21852c4fb02026-10-19 19:54:38, scoring_agentidentity id MBR-025913, confidence 0.986, method probabilistic, matched record ENR-114470, policy version 1
- Record linked automatically0cd79502f82026-10-19 19:52:09, scoring_agentidentity id MBR-025913, confidence 0.986, method probabilistic, matched record ENR-114470, policy version 1
- Record linked automatically2b6d9c34772026-10-19 19:45:42, scoring_agentidentity id MBR-025913, confidence 0.986, method probabilistic, matched record ENR-114470, policy version 1
- Record linked automaticallydf1d090a732026-10-19 19:32:31, scoring_agentidentity id MBR-025913, confidence 0.986, method probabilistic, matched record ENR-114470, policy version 1
- Record linked automatically822e9378122026-10-19 19:31:28, scoring_agentidentity id MBR-011359, confidence 1, method probabilistic, matched record CLM-410886, policy version 1