Record, TPA, bronze and silver
TPA-59244
Received 2026-04-14T00:52:23Z, line 63,529 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 | SANDRA | Sandra | Changed |
| Middle | — | — | Unchanged |
| Last name | GARDNER | Gardner | Changed |
| Date of birth | 1958-11-11 | 1958-11-11 | Unchanged |
| Gender | - | — | Cleared |
| Member ID | null | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| N/A | — | Cleared | |
| Address | 129 Palm Dr | 129 Palm Dr | Unchanged |
| City | ·JACKSONVILLE | Jacksonville | Changed |
| State | ·FL | FL | Changed |
| ZIP | 32283-7531 | 32283 | Changed |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- sandra|gardner
- Address key
- 129|palm|32283
- Canonical first
- sandra
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- City re-casedCity re-cased to Title Case
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-421028 | 0.99 | Scored | — | Auto-linked |
| CLM-421029 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-016533
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Sandra Gardner, 1958-11-11, 3 records, Verified
Evidence
Matched against CLM-421028
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automatically4e75a4df1b2026-10-22 12:43:54, scoring_agentidentity id MBR-016533, confidence 0.994, method probabilistic, matched record CLM-421028, policy version 1
- Record linked automatically3f0aabd1232026-10-19 19:54:38, scoring_agentidentity id MBR-016533, confidence 0.994, method probabilistic, matched record CLM-421028, policy version 1
- Record linked automatically61a1337d9d2026-10-19 19:52:09, scoring_agentidentity id MBR-016533, confidence 0.994, method probabilistic, matched record CLM-421028, policy version 1
- Record linked automatically5690fcc8ff2026-10-19 19:45:42, scoring_agentidentity id MBR-016533, confidence 0.994, method probabilistic, matched record CLM-421028, policy version 1
- Record linked automatically7e5657b1042026-10-19 19:32:31, scoring_agentidentity id MBR-016533, confidence 0.994, method probabilistic, matched record CLM-421028, policy version 1