Record, TPA, bronze and silver
TPA-59788
Received 2026-08-03T05:28:44Z, line 58,562 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 | JUDITH | Judith | Changed |
| Middle | ·· | — | Unchanged |
| Last name | PALMER·· | Palmer | Changed |
| Date of birth | 02/02/1997 | 1997-02-02 | Parsed |
| Gender | ·M | M | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | 589.272.2807 | 5892722807 | Parsed |
| JUDITH.PALMER83@YAHOO.COM | judith.palmer83@yahoo.com | Changed | |
| Address | 4983 Pine Dr | 4983 Pine Dr | Unchanged |
| City | Orlando | Orlando | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32891 | 32891 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.88
- Name key
- judith|palmer
- Address key
- 4983|pine|32891
- Canonical first
- judith
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Email lower-casedEmail lower-cased
- 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-422278 | 1.00 | Scored | — | Auto-linked |
| TPA-59787 | 1.00 | Scored | — | Auto-linked |
| CLM-422279 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-040468
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Judith Palmer, 1997-02-02, 4 records, Verified
Evidence
Matched against CLM-422278
| 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
6 hash-chained entries for this record
- Record linked automatically109dd3ff952026-10-22 12:43:55, scoring_agentidentity id MBR-040468, confidence 1, method probabilistic, matched record CLM-422278, policy version 1
- Record linked automatically96ce6294f82026-10-19 19:54:39, scoring_agentidentity id MBR-040468, confidence 1, method probabilistic, matched record CLM-422278, policy version 1
- Record linked automatically7d49b191372026-10-19 19:52:09, scoring_agentidentity id MBR-040468, confidence 1, method probabilistic, matched record CLM-422278, policy version 1
- Record linked automaticallydc6cb76b222026-10-19 19:45:42, scoring_agentidentity id MBR-040468, confidence 1, method probabilistic, matched record CLM-422278, policy version 1
- Record linked automatically4cb684e7332026-10-19 19:32:31, scoring_agentidentity id MBR-040468, confidence 1, method probabilistic, matched record CLM-422278, policy version 1
- Record linked automatically07b0224b232026-10-19 19:31:28, scoring_agentidentity id MBR-010328, confidence 0.987, method probabilistic, matched record CLM-422304, policy version 1