Record, TPA, bronze and silver
TPA-56497
Received 2026-07-18T21:25:41Z, line 11,707 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 | Sandra | Sandra | Unchanged |
| Middle | — | — | Unchanged |
| Last name | OBrien | Obrien | Changed |
| Date of birth | 07-10-1985 | 1985-10-07 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | null·· | — | Cleared |
| Phone | 900-916-6639 | 9009166639 | Parsed |
| - | — | Cleared | |
| Address | 7731 Spring Street | 7731 Spring St | Changed |
| City | Atlanta | Atlanta | Unchanged |
| State | GA | GA | Unchanged |
| ZIP | ·30320 | 30320 | Changed |
| Group | null | — | Cleared |
| Plan | UNKNOWN·· | — | Cleared |
- Quality score
- 0.74
- Name key
- sandra|obrien
- Address key
- 7731|spring|30320
- Canonical first
- sandra
Quality flags
7 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
- 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
- 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-56498 | 1.00 | Scored | — | Auto-linked |
| PRV-24322 | 1.00 | Scored | — | Auto-linked |
| CLM-414740 | 1.00 | Scored | — | Auto-linked |
| CLM-414739 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-021361
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sandra Obrien, 1985-10-07, 5 records, Verified
Evidence
Matched against TPA-56498
| 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 automatically6de0acfd722026-10-19 19:54:38, scoring_agentidentity id MBR-021361, confidence 1, method probabilistic, matched record TPA-56498, policy version 1
- Record linked automatically10a5ac55862026-10-19 19:52:09, scoring_agentidentity id MBR-021361, confidence 1, method probabilistic, matched record TPA-56498, policy version 1
- Record linked automatically842c368fd92026-10-19 19:45:42, scoring_agentidentity id MBR-021361, confidence 1, method probabilistic, matched record TPA-56498, policy version 1
- Record linked automatically39c4002a9f2026-10-19 19:32:31, scoring_agentidentity id MBR-021361, confidence 1, method probabilistic, matched record TPA-56498, policy version 1
- Record linked automatically34383488232026-10-19 19:31:28, scoring_agentidentity id MBR-019081, confidence 0.984, method probabilistic, matched record PRV-24388, policy version 1