Record, TPA, bronze and silver
TPA-54867
Received 2026-08-18T18:17:11Z, line 38,402 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 | AISHA | Aisha | Changed |
| Middle | — | — | Unchanged |
| Last name | BARNES·· | Barnes | Changed |
| Date of birth | 19860505 | 1986-05-05 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | ·NULL | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | ···· | — | Unchanged |
| aisha.barnes@outlook.com | aisha.barnes@outlook.com | Unchanged | |
| Address | ·6083 Main St | 6083 Main St | Changed |
| City | San Diego | San Diego | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | — | — | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.64
- Name key
- aisha|barnes
- Address key
- 6083|main|san diego
- Canonical first
- aisha
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)
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| ENR-114626 | 0.94 | Scored | — | Auto-linked |
| ENR-114625 | 0.94 | Scored | — | Auto-linked |
| TPA-54868 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-019128
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Aisha Barnes, 1986-05-05, 4 records, Verified
Evidence
Matched against ENR-114625
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automaticallyc2470354a42026-10-22 12:43:54, scoring_agentidentity id MBR-019128, confidence 0.937, method probabilistic, matched record ENR-114625, policy version 1
- Record linked automatically0b00fb80182026-10-19 19:54:38, scoring_agentidentity id MBR-019128, confidence 0.937, method probabilistic, matched record ENR-114625, policy version 1
- Record linked automatically759eb0edde2026-10-19 19:52:09, scoring_agentidentity id MBR-019128, confidence 0.937, method probabilistic, matched record ENR-114625, policy version 1
- Record linked automatically7f2b3cb4022026-10-19 19:45:42, scoring_agentidentity id MBR-019128, confidence 0.937, method probabilistic, matched record ENR-114625, policy version 1
- Record linked automatically73dda4a41b2026-10-19 19:32:31, scoring_agentidentity id MBR-019128, confidence 0.937, method probabilistic, matched record ENR-114625, policy version 1
- Record linked automatically16a7d327942026-10-19 19:31:28, matching_agentidentity id MBR-020432, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-410973