Record, TPA, bronze and silver
TPA-58971
Received 2026-01-21T16:11:14Z, line 83,541 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 | Tran, Gloria | Gloria | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Tran | Changed |
| Date of birth | 1945-05-04 | 1945-05-04 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | ·· | — | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | - | — | Cleared |
| - | — | Cleared | |
| Address | 403 Lake View Rd | 403 Lake View Rd | Unchanged |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-4659 | GRP-4659 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.54
- Name key
- gloria|tran
- Address key
- 403|lake view|tampa
- Canonical first
- gloria
Quality flags
5 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- ZIP missingStreet address present but no ZIP supplied
- Gender normalisedGender mapped to F or M from a longer or variant 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-420414 | 0.93 | Scored | — | Auto-linked |
| PRV-26055 | 0.93 | Scored | — | Auto-linked |
| PRV-26054 | 0.83 | Scored | — | Sent to steward |
| TPA-58970 | 0.83 | Scored | — | Sent to steward |
| CLM-420413 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001944
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Gloria Tran, 1945-05-04, 6 records, Verified
Evidence
Matched against PRV-26055
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd57d786b2b2026-10-19 19:54:38, scoring_agentidentity id MBR-001944, confidence 0.925, method probabilistic, matched record PRV-26055, policy version 1
- Record linked automatically46502a1ad22026-10-19 19:52:08, scoring_agentidentity id MBR-001944, confidence 0.925, method probabilistic, matched record PRV-26055, policy version 1
- Record linked automatically3ef68b3bcc2026-10-19 19:45:41, scoring_agentidentity id MBR-001944, confidence 0.925, method probabilistic, matched record PRV-26055, policy version 1
- Record linked automatically5c8e4cb66f2026-10-19 19:32:31, scoring_agentidentity id MBR-001944, confidence 0.925, method probabilistic, matched record PRV-26055, policy version 1
- Record linked automaticallya77d8b6a1f2026-10-19 19:31:28, scoring_agentidentity id MBR-016743, confidence 1, method probabilistic, matched record CLM-420556, policy version 1