Record, TPA , bronze and silver
TPA-53156
Received 2026-04-11T16:47:53Z, line 53,584 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 | Espinosa, Theresa | Theresa | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Espinosa | Changed |
| Date of birth | ·1979-02-20 | 1979-02-20 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-1047 | •••-••-1047 | Unchanged |
| Phone | 387.910.1465 | 3879101465 | Parsed |
| N/A·· | — | Cleared | |
| Address | 8697 Mountain View Drive·· | 8697 Mountain View Dr | Changed |
| City | Orlando | Orlando | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32873-9667 | 32873 | Changed |
| Group | GRP-0884 | GRP-0884 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.50
- Name key
- theresa|espinosa
- Address key
- 8697|mountain view|32873
- Canonical first
- theresa
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-407217 | 0.99 | Scored | — | Auto-linked |
| CLM-407216 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-025250
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Theresa Espinoza, 1979-02-20, 3 records, Verified
Evidence
Matched against CLM-407217
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 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 automatically96f1e7ef8e2026-10-19 19:54:38, scoring_agentidentity id MBR-025250, confidence 0.989, method probabilistic, matched record CLM-407217, policy version 1
- Record linked automaticallybd8b04e6bc2026-10-19 19:52:09, scoring_agentidentity id MBR-025250, confidence 0.989, method probabilistic, matched record CLM-407217, policy version 1
- Record linked automaticallyed0b0a6a162026-10-19 19:45:42, scoring_agentidentity id MBR-025250, confidence 0.989, method probabilistic, matched record CLM-407217, policy version 1
- Record linked automatically46b4d6af682026-10-19 19:32:31, scoring_agentidentity id MBR-025250, confidence 0.989, method probabilistic, matched record CLM-407217, policy version 1
- Record linked automatically46d8a769c62026-10-19 19:31:28, matching_agentidentity id MBR-006807, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-109345