Record, TPA, bronze and silver
TPA-61159
Received 2026-01-22T16:05:44Z, line 31,877 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 | Hoffman, Ahmed | Ahmed | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Hoffman | Changed |
| Date of birth | 1979-12-22 | 1979-12-22 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | ·· | — | Unchanged |
| AHMED.HOFFMAN@HOTMAIL.COM | ahmed.hoffman@hotmail.com | Changed | |
| Address | 1307 PINE DRIVE | 1307 Pine Dr | Changed |
| City | Dallas·· | Dallas | Changed |
| State | TX | TX | Unchanged |
| ZIP | 75200 | 75200 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.50
- Name key
- ahmed|hoffman
- Address key
- 1307|pine|75200
- Canonical first
- ahmed
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- Email lower-casedEmail lower-cased
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-425273 | 1.00 | Scored | — | Auto-linked |
| TPA-61158 | 1.00 | Scored | — | Auto-linked |
| TPA-61157 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006737
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ahmed Hoffman, 1979-12-22, 4 records, Verified
Evidence
Matched against CLM-425273
| 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 automatically57077680022026-10-19 19:54:38, scoring_agentidentity id MBR-006737, confidence 1, method probabilistic, matched record CLM-425273, policy version 1
- Record linked automatically2ccc8dba6d2026-10-19 19:52:09, scoring_agentidentity id MBR-006737, confidence 1, method probabilistic, matched record CLM-425273, policy version 1
- Record linked automaticallyfcb4ae05ea2026-10-19 19:45:42, scoring_agentidentity id MBR-006737, confidence 1, method probabilistic, matched record CLM-425273, policy version 1
- Record linked automatically906398da112026-10-19 19:32:31, scoring_agentidentity id MBR-006737, confidence 1, method probabilistic, matched record CLM-425273, policy version 1
- Record linked automatically20daff0b7c2026-10-19 19:31:28, matching_agentidentity id MBR-005861, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425366