Record, TPA, bronze and silver
TPA-52609
Received 2026-02-06T17:49:00Z, line 51,465 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 | MADISON | Madison | Changed |
| Middle | — | — | Unchanged |
| Last name | GRAY | Gray | Changed |
| Date of birth | 01/25/78 | 1978-01-25 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | ···· | — | Unchanged |
| Phone | +1 283 979 7952 | 2839797952 | Parsed |
| madison.gray@outlook.com | madison.gray@outlook.com | Unchanged | |
| Address | 1612 Baseline Road | 1612 Baseline Rd | Changed |
| City | SAN ANTONIO | San Antonio | Changed |
| State | Texas·· | TX | Changed |
| ZIP | UNKNOWN | — | Cleared |
| Group | NULL | — | Cleared |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.32
- Name key
- madison|gray
- Address key
- 1612|baseline|san antonio
- Canonical first
- madison
Quality flags
10 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| TPA-52610 | 0.94 | Scored | — | Auto-linked |
| ENR-107742 | 0.77 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010945
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Madison Gray, 1978-01-25, 3 records, Verified
Evidence
Matched against TPA-52610
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd9b021aeb32026-10-19 19:54:38, scoring_agentidentity id MBR-010945, confidence 0.937, method probabilistic, matched record TPA-52610, policy version 1
- Record linked automaticallybd9bfae03f2026-10-19 19:52:09, scoring_agentidentity id MBR-010945, confidence 0.937, method probabilistic, matched record TPA-52610, policy version 1
- Record linked automatically27674d60622026-10-19 19:45:42, scoring_agentidentity id MBR-010945, confidence 0.937, method probabilistic, matched record TPA-52610, policy version 1
- Record linked automaticallyf9188819822026-10-19 19:32:31, scoring_agentidentity id MBR-010945, confidence 0.937, method probabilistic, matched record TPA-52610, policy version 1
- Record linked automatically8088fb485f2026-10-19 19:31:28, scoring_agentidentity id MBR-042142, confidence 1, method probabilistic, matched record CLM-405852, policy version 1