Record, TPA, bronze and silver
TPA-56359
Received 2026-04-11T04:13:43Z, line 9,025 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 | Danielle | Danielle | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Ramirez·· | Ramirez | Changed |
| Date of birth | 1/10/1954 | 1954-01-10 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-2579 | •••-••-2579 | Parsed |
| Phone | 295-905-4328 | 2959054328 | Parsed |
| — | — | Unchanged | |
| Address | 9333 Lincoln Way | 9333 Lincoln Way | Unchanged |
| City | Eden Prairie | Eden Prairie | Unchanged |
| State | MN·· | MN | Changed |
| ZIP | 55363 | 55363 | Unchanged |
| Group | GRP-6864 | GRP-6864 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.78
- Name key
- danielle|ramirez
- Address key
- 9333|lincoln|55363
- Canonical first
- danielle
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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- 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-414402 | 1.00 | Scored | — | Auto-linked |
| ENR-118959 | 1.00 | Scored | — | Auto-linked |
| CLM-414401 | 0.99 | Scored | — | Auto-linked |
| CLM-414403 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022951
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Danielle Ramirez, 1954-01-10, 5 records, Verified
Evidence
Matched against CLM-414402
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically187e4da53c2026-10-19 19:54:38, scoring_agentidentity id MBR-022951, confidence 1, method probabilistic, matched record CLM-414402, policy version 1
- Record linked automatically83251140cf2026-10-19 19:52:09, scoring_agentidentity id MBR-022951, confidence 1, method probabilistic, matched record CLM-414402, policy version 1
- Record linked automatically9b5b3edb862026-10-19 19:45:42, scoring_agentidentity id MBR-022951, confidence 1, method probabilistic, matched record CLM-414402, policy version 1
- Record linked automatically2818c3cd762026-10-19 19:32:31, scoring_agentidentity id MBR-022951, confidence 1, method probabilistic, matched record CLM-414402, policy version 1
- Record linked automatically609fd848732026-10-19 19:31:28, matching_agentidentity id MBR-039327, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119191