Record, TPA, bronze and silver
TPA-54854
Received 2026-03-21T11:56:36Z, line 66,231 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 E | Kimberly | Changed |
| Middle | — | E | Changed |
| Last name | Duncan | Duncan | Unchanged |
| Date of birth | 7/10/1999 | 1999-07-10 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | null | — | Cleared |
| kimberly.duncan@gmail.com | kimberly.duncan@gmail.com | Unchanged | |
| Address | 6835 Jefferson Ave | 6835 Jefferson Ave | Unchanged |
| City | Jacksonville | Jacksonville | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32284·· | 32284 | Changed |
| Group | — | — | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.80
- Name key
- kimberly|duncan
- Address key
- 6835|jefferson|32284
- Canonical first
- kimberly
Quality flags
4 raised during normalisation
- Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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 |
|---|---|---|---|---|
| CLM-411117 | 1.00 | Scored | — | Auto-linked |
| ENR-114599 | 0.79 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-021149
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kimberly Duncan, 1999-07-10, 2 records, Verified
Evidence
Matched against CLM-411117
| 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 automatically71854e90462026-10-19 19:54:38, scoring_agentidentity id MBR-021149, confidence 1, method probabilistic, matched record CLM-411117, policy version 1
- Record linked automaticallyd05b4ee4c82026-10-19 19:52:09, scoring_agentidentity id MBR-021149, confidence 1, method probabilistic, matched record CLM-411117, policy version 1
- Record linked automatically58496c42072026-10-19 19:45:42, scoring_agentidentity id MBR-021149, confidence 1, method probabilistic, matched record CLM-411117, policy version 1
- Record linked automaticallydc8bea20c32026-10-19 19:32:31, scoring_agentidentity id MBR-021149, confidence 1, method probabilistic, matched record CLM-411117, policy version 1
- Record linked automatically55d3571b362026-10-19 19:31:28, matching_agentidentity id MBR-004631, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114535