Record, TPA, bronze and silver
TPA-59021
Received 2026-06-11T07:36:40Z, line 42,636 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 | Denise | Denise | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Ramos | Ramos | Unchanged |
| Date of birth | 19601210 | 1960-12-10 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-3774 | •••-••-3774 | Parsed |
| Phone | NULL | — | Cleared |
| denise.ramos@icloud.com | denise.ramos@icloud.com | Unchanged | |
| Address | 899 FOREST AVE·· | 899 Forest Ave | Changed |
| City | Denver | Denver | Unchanged |
| State | CO | CO | Unchanged |
| ZIP | 80256 | 80256 | Unchanged |
| Group | GRP-6240 | GRP-6240 | Unchanged |
| Plan | navigate-hmo | NAVIGATE-HMO | Changed |
- Quality score
- 0.78
- Name key
- denise|ramos
- Address key
- 899|forest|80256
- Canonical first
- denise
Quality flags
5 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- Plan code upper-casedPlan code upper-cased
- 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-420523 | 1.00 | Scored | — | Auto-linked |
| CLM-420524 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-420525 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-127001 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003840
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Denise Ramos, 1960-12-10, 5 records, Verified
Evidence
Matched against CLM-420523
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically957d9921622026-10-19 19:54:38, scoring_agentidentity id MBR-003840, confidence 1, method probabilistic, matched record CLM-420523, policy version 1
- Record linked automatically7db5f2e1c32026-10-19 19:52:08, scoring_agentidentity id MBR-003840, confidence 1, method probabilistic, matched record CLM-420523, policy version 1
- Record linked automatically42a2cc24942026-10-19 19:45:42, scoring_agentidentity id MBR-003840, confidence 1, method probabilistic, matched record CLM-420523, policy version 1
- Record linked automaticallye21f83fadc2026-10-19 19:32:31, scoring_agentidentity id MBR-003840, confidence 1, method probabilistic, matched record CLM-420523, policy version 1
- Record linked automaticallyd2ce1c414c2026-10-19 19:31:28, scoring_agentidentity id MBR-004708, confidence 1, method probabilistic, matched record CLM-420693, policy version 1