Record, TPA, bronze and silver

TPA-54006

Received 2026-06-05T23:23:22Z, line 99,351 of the TPA feed

TPASingle record

Bronze vs silver

Field by field: what arrived, what normalisation produced, and whether anything changed

Field	Bronze (as received)	Silver (normalised)	Change
First name	Ramos, Olivia	Olivia	Changed
Middle	····	—	Unchanged
Last name	—	Ramos	Changed
Date of birth	07/18/1998	1998-07-18	Parsed
Gender	M	M	Unchanged
Member ID	—	—	Unchanged
SSN	null	—	Cleared
Phone	UNKNOWN	—	Cleared
Email	UNKNOWN	—	Cleared
Address	—	—	Unchanged
City	—	—	Unchanged
State	—	—	Unchanged
ZIP	—	—	Unchanged
Group	GRP-8955	GRP-8955	Unchanged
Plan	-	—	Cleared

3 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)
Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty

Every scored comparison involving this record, highest score first

Other record	Score	Method	Rule	Decision
CLM-409232	0.83	Scored	—	Sent to steward
CLM-409231	0.83	Scored	—	Sent to steward
ENR-112162	0.83	Scored	—	Sent to steward

Linked 2026-10-19 19:54:36

Golden record: Olivia Ramos, 1998-07-18, 1 record, Provisional

Evidence

No field-level evidence recorded.

Steward case

1 hash-chained entry for this record

Record linked automaticallyeea05f2fb7
2026-10-19 19:31:28, scoring_agent
identity id MBR-016841, confidence 1, method probabilistic, matched record TPA-54007, policy version 1