Record, TPA, bronze and silver
TPA-55541
Received 2026-07-04T23:32:32Z, line 97,057 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 | Emily | Emily | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Black | Black | Unchanged |
| Date of birth | 1949-02-19 | 1949-02-19 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | - | — | Cleared |
| SSN | •••-••-7882 | •••-••-7882 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| ·UNKNOWN | — | Cleared | |
| Address | 8359 Desert Sky Boulevard | 8359 Desert Sky Blvd | Changed |
| City | JACKSONVILLE | Jacksonville | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32287 | 32287 | Unchanged |
| Group | null | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.66
- Name key
- emily|black
- Address key
- 8359|desert sky|32287
- Canonical first
- emily
Quality flags
5 raised during normalisation
- 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
- City re-casedCity re-cased to Title Case
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-412602 | 0.98 | Scored | — | Auto-linked |
| TPA-55540 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-013434
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Emily Black, 1949-02-19, 3 records, Verified
Evidence
Matched against CLM-412602
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.94 | 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 automaticallydeb9be1df82026-10-22 12:43:54, scoring_agentidentity id MBR-013434, confidence 0.976, method probabilistic, matched record CLM-412602, policy version 1
- Record linked automaticallyf1222da99d2026-10-19 19:54:38, scoring_agentidentity id MBR-013434, confidence 0.976, method probabilistic, matched record CLM-412602, policy version 1
- Record linked automaticallye9cff891042026-10-19 19:52:09, scoring_agentidentity id MBR-013434, confidence 0.976, method probabilistic, matched record CLM-412602, policy version 1
- Record linked automatically7831e8f4292026-10-19 19:45:42, scoring_agentidentity id MBR-013434, confidence 0.976, method probabilistic, matched record CLM-412602, policy version 1
- Record linked automatically5ea792988f2026-10-19 19:32:31, scoring_agentidentity id MBR-013434, confidence 0.976, method probabilistic, matched record CLM-412602, policy version 1