Record, TPA, bronze and silver
TPA-58806
Received 2026-07-04T03:51:44Z, line 75,727 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 | ·Gardner, Emma | Emma | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Gardner | Changed |
| Date of birth | ·8/19/1951 | 1951-08-19 | Parsed |
| Gender | F·· | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-5075 | •••-••-5075 | Unchanged |
| Phone | 749.954.9025·· | 7499549025 | Parsed |
| — | — | Unchanged | |
| Address | 6009 Maple Ave·· | 6009 Maple Ave | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33192-1032 | 33192 | Changed |
| Group | N/A | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- emma|gardner
- Address key
- 6009|maple|33192
- Canonical first
- emma
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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-419971 | 0.99 | Scored | — | Auto-linked |
| ENR-126311 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-58805 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020632
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Emma Gardner, 1951-08-19, 4 records, Verified
Evidence
Matched against CLM-419971
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automatically831bcdce042026-10-19 19:54:38, scoring_agentidentity id MBR-020632, confidence 0.994, method probabilistic, matched record CLM-419971, policy version 1
- Record linked automaticallyd95ab5f1112026-10-19 19:52:09, scoring_agentidentity id MBR-020632, confidence 0.994, method probabilistic, matched record CLM-419971, policy version 1
- Record linked automatically83aa5c3baf2026-10-19 19:45:42, scoring_agentidentity id MBR-020632, confidence 0.994, method probabilistic, matched record CLM-419971, policy version 1
- Record linked automatically30dda564202026-10-19 19:32:31, scoring_agentidentity id MBR-020632, confidence 0.994, method probabilistic, matched record CLM-419971, policy version 1
- Record linked automatically4b1c58a89f2026-10-19 19:31:28, scoring_agentidentity id MBR-016232, confidence 1, method probabilistic, matched record CLM-420219, policy version 1