Record, TPA, bronze and silver
TPA-63866
Received 2026-01-24T05:03:09Z, line 7,380 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 | kimberly | Kimberly | Changed |
| Middle | — | — | Unchanged |
| Last name | mills | Mills | Changed |
| Date of birth | 1955-12-07 | 1955-12-07 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | - | — | Cleared |
| Phone | ·NULL | — | Cleared |
| N/A | — | Cleared | |
| Address | 9137 Main St | 9137 Main St | Unchanged |
| City | GILBERT | Gilbert | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85208 | 85208 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | null | — | Cleared |
- Quality score
- 0.92
- Name key
- kimberly|mills
- Address key
- 9137|main|85208
- Canonical first
- kimberly
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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-63865 | 1.00 | Scored | — | Auto-linked |
| CLM-431386 | 1.00 | Scored | — | Auto-linked |
| PRV-29179 | 0.93 | Scored | — | Auto-linked |
| CLM-431385 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004705
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kimberly Mills, 1955-12-07, 5 records, Verified
Evidence
Matched against TPA-63865
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automaticallye13ec76c242026-10-19 19:54:38, scoring_agentidentity id MBR-004705, confidence 1, method probabilistic, matched record TPA-63865, policy version 1
- Record linked automaticallye7e122ba7b2026-10-19 19:52:08, scoring_agentidentity id MBR-004705, confidence 1, method probabilistic, matched record TPA-63865, policy version 1
- Record linked automaticallyfae585c1552026-10-19 19:45:42, scoring_agentidentity id MBR-004705, confidence 1, method probabilistic, matched record TPA-63865, policy version 1
- Record linked automaticallyff94d6a3b32026-10-19 19:32:31, scoring_agentidentity id MBR-004705, confidence 1, method probabilistic, matched record TPA-63865, policy version 1