Record, TPA , bronze and silver
TPA-59247
Received 2026-07-24T05:54:13Z, line 51,896 of the TPA feed
TPA Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | LORI | Lori | Changed |
| Middle | — | — | Unchanged |
| Last name | RUIZ | Ruiz | Changed |
| Date of birth | 20040212 | 2004-02-12 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | ···· | — | Unchanged |
| Phone | +1 816 684 4985 | 8166844985 | Parsed |
| null | — | Cleared | |
| Address | 5235 Forest Avenue | 5235 Forest Ave | Changed |
| City | Miami | Miami | Unchanged |
| State | ·FL | FL | Changed |
| ZIP | null | — | Cleared |
| Group | GRP-9936 | GRP-9936 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.60
- Name key
- lori|ruiz
- Address key
- 5235|forest|miami
- Canonical first
- lori
Quality flags
8 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
- 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 |
|---|---|---|---|---|
| CLM-421036 | 0.94 | Scored | — | Auto-linked |
| ENR-127619 | 0.94 | Scored | — | Auto-linked |
| ENR-127620 | 0.92 | Scored | — | Auto-linked |
| CLM-421035 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005860
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Lori Ruiz, 2004-02-12, 5 records, Verified
Evidence
Matched against CLM-421036
| 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 automatically391ae35fe42026-10-19 19:54:38, scoring_agentidentity id MBR-005860, confidence 0.937, method probabilistic, matched record CLM-421036, policy version 1
- Record linked automaticallycf00700ab72026-10-19 19:52:08, scoring_agentidentity id MBR-005860, confidence 0.937, method probabilistic, matched record CLM-421036, policy version 1
- Record linked automatically869e6e81d52026-10-19 19:45:42, scoring_agentidentity id MBR-005860, confidence 0.937, method probabilistic, matched record CLM-421036, policy version 1
- Record linked automaticallyd3d6db29a72026-10-19 19:32:31, scoring_agentidentity id MBR-005860, confidence 0.937, method probabilistic, matched record CLM-421036, policy version 1
- Record linked automatically4c4c1b0f4b2026-10-19 19:31:28, scoring_agentidentity id MBR-001551, confidence 1, method probabilistic, matched record CLM-421161, policy version 1