Record, TPA, bronze and silver

TPA-59591

Received 2026-07-23T13:12:43Z, line 73,180 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	OLIVIA	Olivia	Changed
Middle	··	—	Unchanged
Last name	HOWARD··	Howard	Changed
Date of birth	6/4/1976··	1976-06-04	Parsed
Gender	M	M	Unchanged
Member ID	··	—	Unchanged
SSN	NULL	—	Cleared
Phone	—	—	Unchanged
Email	UNKNOWN	—	Cleared
Address	—	—	Unchanged
City	UNKNOWN	—	Cleared
State	null	—	Cleared
ZIP	NULL	—	Cleared
Group	GRP-3894	GRP-3894	Unchanged
Plan	·MEDICARE-ADV-A	MEDICARE-ADV-A	Changed

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
CLM-421834	0.83	Scored	—	Sent to steward
ENR-128569	0.83	Scored	—	Sent to steward

Linked 2026-10-22 12:43:43

Golden record: Olivia Howard, 1976-06-04, 1 record, Provisional

Evidence

No field-level evidence recorded.

Steward case

1 hash-chained entry for this record

Record linked automatically3520945e28
2026-10-19 19:31:28, scoring_agent
identity id MBR-009321, confidence 1, method probabilistic, matched record CLM-421935, policy version 1