Record, TPA, bronze and silver

TPA-56751

Received 2026-07-04T14:25:27Z , line 74,016 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	BOBBY	Bobby	Changed
Middle	—	—	Unchanged
Last name	GILBERT	Gilbert	Changed
Date of birth	02/07/1980	1980-02-07	Parsed
Gender	M··	M	Parsed
Member ID	—	—	Unchanged
SSN	—	—	Unchanged
Phone	N/A	—	Cleared
Email	—	—	Unchanged
Address	N/A	—	Cleared
City	—	—	Unchanged
State	UNKNOWN	—	Cleared
ZIP	N/A··	—	Cleared
Group	GRP-2636	GRP-2636	Unchanged
Plan	··	—	Unchanged

4 raised during normalisation

Name re-casedName letter-case rewritten to Title Case and stray characters removed
Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
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

Every scored comparison involving this record, highest score first

Other record	Score	Method	Rule	Decision
ENR-120242	0.83	Scored	—	Sent to steward
CLM-415359	0.83	Scored	—	Sent to steward
CLM-415358	0.83	Scored	—	Sent to steward

Linked 2026-10-19 19:54:36

Golden record: Bobby Gilbert, 1980-02-07, 1 record, Provisional

Evidence

No field-level evidence recorded.

Steward case

1 hash-chained entry for this record

Record linked automatically0190fdf82d
2026-10-19 19:31:28, scoring_agent
identity id MBR-014384, confidence 1, method probabilistic, matched record CLM-415544, policy version 1