Record, TPA, bronze and silver
TPA-59190
Received 2026-02-07T20:17:00Z, line 7,076 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 | Michelle | Michelle | Unchanged |
| Middle | R. | R | Changed |
| Last name | Carpenter | Carpenter | Unchanged |
| Date of birth | 1960-07-18 | 1960-07-18 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | (654) 511-1132 | 6545111132 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 8637 Ocean Ave·· | 8637 Ocean Ave | Changed |
| City | CHANDLER | Chandler | Changed |
| State | ·AZ | AZ | Changed |
| ZIP | 85278 | 85278 | Unchanged |
| Group | null | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.92
- Name key
- michelle|carpenter
- Address key
- 8637|ocean|85278
- Canonical first
- michelle
Quality flags
4 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- City re-casedCity re-cased to Title Case
- 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-59189 | 1.00 | Scored | — | Auto-linked |
| CLM-420909 | 1.00 | Scored | — | Auto-linked |
| ENR-127486 | 1.00 | Scored | — | Auto-linked |
| ENR-127485 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002812
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Michelle Carpenter, 1960-07-18, 5 records, Verified
Evidence
Matched against ENR-127486
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| 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 automaticallyaee7663dac2026-10-19 19:54:38, scoring_agentidentity id MBR-002812, confidence 1, method probabilistic, matched record ENR-127486, policy version 1
- Record linked automatically72b6165e252026-10-19 19:52:08, scoring_agentidentity id MBR-002812, confidence 1, method probabilistic, matched record ENR-127486, policy version 1
- Record linked automaticallya6f231e2d22026-10-19 19:45:41, scoring_agentidentity id MBR-002812, confidence 1, method probabilistic, matched record ENR-127486, policy version 1
- Record linked automaticallya9c79d491b2026-10-19 19:32:31, scoring_agentidentity id MBR-002812, confidence 1, method probabilistic, matched record ENR-127486, policy version 1
- Record linked automatically0caf0ba6512026-10-19 19:31:28, matching_agentidentity id MBR-017045, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-421059